# Trends in the making — 19 October 2026

The slower half of Common Ground: terms watched every day across Hacker News, Google News, GitHub, arXiv and Reddit, counted over one day, seven days and thirty. Generated 2026-10-19T14:17:35Z (14:17 UTC), 4 of 6 platforms answered, pipeline 0.2.0, method v2.

- Canonical: https://frankbueltge.de/trending/topics/
- JSON: https://frankbueltge.de/trending/topics.json (one term: https://frankbueltge.de/trending/topics/<slug>.json)
- Markdown: https://frankbueltge.de/trending/topics/latest.md · today's spikes: https://frankbueltge.de/trending/ · llms.txt: https://frankbueltge.de/llms.txt
- Licence: CC0 1.0 for the data; method sheet: https://frankbueltge.de/werke/trending/

## Watched terms

Status is a threshold decision over the term's own counts, not a judgement: the thresholds are on the method sheet.

| Term | Status | 7 days | 30 days | On the list since | How | First seen | Platforms | Page |
|---|---|---|---|---|---|---|---|---|
| data centers | Rising (3.9×) | 140 | 259 | 2026-09-05 | by the run | 2026-08-07 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/data-centers/ |
| open-weight models | Rising (2.9×) | 121 | 260 | 2026-09-02 | by the run | 2026-08-04 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/open-weight-models/ |
| diesel prices | Rising (12.4×) | 87 | 110 | 2026-09-07 | by the run | 2026-08-17 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/diesel-prices/ |
| AI slop | Rising (1.8×) | 82 | 233 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/ai-slop/ |
| american airlines | Rising (16.4×) | 80 | 96 | 2026-09-08 | by the run | 2026-08-12 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/american-airlines/ |
| vibe coding | Rising (2.0×) | 79 | 208 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/vibe-coding/ |
| agentic commerce | Rising (2.3×) | 72 | 174 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/agentic-commerce/ |
| generative engine optimization | Rising (2.7×) | 70 | 156 | 2026-09-02 | by hand | 2026-08-04 | Hacker News · Google News · GitHub · Reddit | https://frankbueltge.de/trending/topics/generative-engine-optimization/ |
| small language model | Rising (1.8×) | 64 | 184 | 2026-09-02 | by hand | 2026-08-04 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/small-language-model/ |
| far right | Rising (6.3×) | 63 | 96 | 2026-09-09 | by the run | 2026-08-13 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/far-right/ |
| lindsay clancy | Rising (4.9×) | 57 | 95 | 2026-09-06 | by the run | 2026-08-16 | Google News · GitHub | https://frankbueltge.de/trending/topics/lindsay-clancy/ |
| loop engineering | Rising (2.4×) | 53 | 125 | 2026-09-02 | by hand | 2026-08-04 | Hacker News · Google News · GitHub · Reddit | https://frankbueltge.de/trending/topics/loop-engineering/ |
| context engineering | Rising (2.3×) | 49 | 120 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/context-engineering/ |
| diffusion language models | Rising (2.8×) | 45 | 97 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/diffusion-language-models/ |
| lake ontario | Rising (2.9×) | 8 | 17 | 2026-09-05 | by the run | 2026-08-15 | Google News · GitHub | https://frankbueltge.de/trending/topics/lake-ontario/ |
| africa true | Rising (2.0×) | 3 | 8 | 2026-09-07 | by the run | 2026-09-03 | Google News | https://frankbueltge.de/trending/topics/africa-true/ |
| claude code | Established (1.1×) | 128 | 511 | 2026-09-04 | by the run | 2026-08-06 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/claude-code/ |
| coding agents | Established (1.0×) | 113 | 492 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/coding-agents/ |
| MCP server | Established (1.5×) | 80 | 260 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/mcp-server/ |
| self-improving agents | Established (1.2×) | 52 | 194 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/self-improving-agents/ |
| self hosted | Established (0.6×) | 47 | 293 | 2026-09-04 | by the run | 2026-08-07 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/self-hosted/ |
| world model | Established (0.8×) | 35 | 177 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/world-model/ |
| hugging face | Established (0.7×) | 33 | 181 | 2026-09-07 | by the run | 2026-08-09 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/hugging-face/ |
| knowledge graph | Established (1.1×) | 33 | 134 | 2026-09-02 | by hand | 2026-08-04 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/knowledge-graph/ |
| agent memory | Established (1×) | 32 | 137 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/agent-memory/ |
| harness engineering | Established (0.7×) | 31 | 171 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/harness-engineering/ |
| world map | Established (0.9×) | 30 | 137 | 2026-09-08 | by the run | 2026-08-11 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/world-map/ |
| local LLM | Established (0.8×) | 28 | 146 | 2026-09-02 | by hand | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/local-llm/ |
| prompt injection | Established (0.7×) | 26 | 153 | 2026-09-02 | by the run | 2026-08-04 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/prompt-injection/ |
| multi-agent systems | Established (0.6×) | 24 | 164 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/multi-agent-systems/ |
| agentic software engineering | Established (0.5×) | 19 | 139 | 2026-09-02 | by the run | 2026-08-03 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/agentic-software-engineering/ |
| gpt astra | Established (1.3×) | 13 | 47 | 2026-09-06 | by the run | 2026-08-26 | Hacker News · Google News · GitHub | https://frankbueltge.de/trending/topics/gpt-astra/ |
| wendell berry | Established (0.6×) | 4 | 26 | 2026-09-06 | by the run | 2026-08-31 | Google News | https://frankbueltge.de/trending/topics/wendell-berry/ |
| gloria steinem | Quiet (0.7×) | 2 | 12 | 2026-09-05 | by the run | 2026-08-27 | Google News | https://frankbueltge.de/trending/topics/gloria-steinem/ |
| isar aerospace | Quiet (0×) | 0 | 4 | 2026-09-08 | by the run | 2026-08-27 | Google News | https://frankbueltge.de/trending/topics/isar-aerospace/ |

### data centers

Rising: mentions in the last seven days run at 3.9× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/data-centers/ · JSON: https://frankbueltge.de/trending/topics/data-centers.json
- On the list since 5 September 2026, promoted by the run itself — promoted 2026-09-05: proposed on 3 consecutive runs, 5 platforms.
- Also counted as: data-centers
- Receipts:
  - Hacker News, 2026-10-19: [Data Centers Have a New PR Plan: Your Kid's Field Trip](https://www.wired.com/story/data-center-industry-is-trying-to-woo-kids/)
  - Hacker News, 2026-10-19: [3 shuttered nuclear plants could soon power homes, AI data centers](https://www.msn.com/en-us/money/general/three-shuttered-nuclear-plants-could-soon-power-millions-of-homes-and-ai-data-centers/ar-AA2eolqr)
  - Google News, 2026-10-19: [Aurora City Council to attend special meeting to discuss moratorium on data centers — CBS News](https://news.google.com/rss/articles/CBMiwAFBVV95cUxNbllUTThmeUE0WWFpM1Z6RVpMSld1MUFFNGFMZ1R6N185NnRJeDBUaEVfaTc4OHJwQzRfcl8wc2Z5VE8wc0xFN2x0dE94YU9WTjNCMjhaOEdRT1J3cjR3ZDBvN3FCaWlMWHdwamJyRW5XQmlnQWItQ0NwZm5oMXNNS1JQUUdXX2NxemY4bC1JMWFJSGUxei0tZXJWakRDZ1EyemZTZXp6SEdkY1phWFlPQ1Q2eFQ2b0JPcDhUdnY1UEY?oc=5)
  - Google News, 2026-10-19: [Aurora lawmakers to weigh moratorium on data centers in special session Monday night — Sentinel Colorado](https://news.google.com/rss/articles/CBMivAFBVV95cUxNTVVicUVsM254UlFCbXFfN2RoZndiRlN4ZUw3NnFjQXlfdm8zNlBOanRJUGxIY0RRRzZpT0trR3BBckZaVE1iR1NLMzlDV3VtWi16OFdsZzVILTZnblVoZk5oYUhsRTNyU1BDTURxYkxKR2NNempWSjRDaG9PTVlwTGotaTJHdGw0VWQtSVRVVmhwMXdDOVMzWmoydmRaQW5zSWRscVdXZkpLb1JmWmVvMkxKdEVJM0tEWHgtWQ?oc=5)
  - Google News, 2026-10-19: [Abbott raked in $9 million from data center-related donors as he called for regulations — KEYE](https://news.google.com/rss/articles/CBMiuwFBVV95cUxNZ3dBM0dpN05QSlpSNkl3Q1ZuZzFtYzF0LVNIek1mR3JVMGJJS2RuX21CZHlZem8yUFMyUW43VG4ydWZvM2pFQlYyM0E3QUFPVTJEQXJzWDFZRV9uTVhLc016ZkVXaUY3NFFoYllONnNFcVpxcnlLQXdWcGFhUmVNdkhMaDZfeWtMNmR1RzJMOTI2Xzc4cVRpN1k2cXdvc0RLMV9mWmZlZ2V3Y05OcUlITzNoZklTN09NdVFJ?oc=5)
  - Google News, 2026-10-19: [The race to power AI data centers is reshaping America's electric grid — CNBC](https://news.google.com/rss/articles/CBMisgFBVV95cUxQSWlweUROT1dyR1g3SmFTbkYyZklGRzQ5M1FLcmJDdXBRNlRZWmJxQXp6V2liR2VYRHJfdGJydXc3V3pEdHNsMDV0dGNmRmdBM2VpeWxOd3pBaUJvMnRmTnpzdXdBazY4dTFMb09uSVF1REVOdUtOLXpNNmxGbDNWTm9jLUNXX3c2VVdYRUZqaENUbVhNc2g2bEgwdmtDZ0RGekVIZk1wbFJwX3RzeWd1U1pR?oc=5)
  - Google News, 2026-10-19: [Google's head of energy and power on how AI data centers can help improve the grid — CNBC](https://news.google.com/rss/articles/CBMirgFBVV95cUxNM0IxcXlyaEI1eFhNR0NPUUpaZUMxTFJBMDAwVkg4MlBwZ29XYXY5NHU0T2NDajBtUkxsQjRyZUpWdDRUWDJxRGg5NkZqWDA2bWFRam96ZnpuaGtkcFhDVGZhbkdpWl9tcjBhUjJ2REFsSG0tVXg2S2lpamk1cGVVOVpRVTF0ejh5VGFEVXdEWm5DMlRMQzJfc3RaR2ZKOWs0a3piUGJoSTh3V2MwdEE?oc=5)
  - Google News, 2026-10-19: [November Races Put Data Centers on Ballot, Clouding Natural Gas Demand — Natural Gas Intelligence](https://news.google.com/rss/articles/CBMipgFBVV95cUxPTGsxaUE2dktwZl9DM21jVlJYamRmN0xpN1Bzc1NILWZpNHdtUThhMzN4YzYxcG1iQ0hMenU4ZEU4aHFRWEppTkhWYlZUTmtydXpLVXp4ZEtNSE9fTU9oOVFlZ0RwTXYtb1g2dHAzOU91cDNhRzQ0S3VGRE93czhIaWZZVldQYWFTUTN3NWZqNy1HUDBOMElKWl9PQTJKZ0ZaU3FyVHd3?oc=5)
  - GitHub, 2026-10-19: [syukri-radius/racmond](https://github.com/syukri-radius/racmond)
  - Hacker News, 2026-10-18: [Data Centers Are Turning Trump Voters into Democrats](https://www.economist.com/graphic-detail/2026/10/12/data-centres-are-turning-trump-voters-into-democrats)
  - Hacker News, 2026-10-18: [Data centers are now the largest financial bet in US history](https://stateline.org/2026/10/16/data-centers-are-now-the-largest-financial-bet-in-us-history/)
  - Hacker News, 2026-10-18: [Russian Bot Activity Collapses by 84% After Strikes on Yandex Data Centers](https://cpd.gov.ua/en/report/analytical-report-when-bots-go-silent-what-the-strikes-on-yandex-data-centers-affected/)

### open-weight models

Rising: mentions in the last seven days run at 2.9× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/open-weight-models/ · JSON: https://frankbueltge.de/trending/topics/open-weight-models.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); Hacker News + arXiv, ratio 1.52.
- Also counted as: open-weight, open weight, open weights, open-weight model
- Receipts:
  - Hacker News, 2026-10-19: [Open-weight RAG stack scores 90% on FinanceBench, all 150 answers published](https://vectogrid.com/financebench/)
  - Google News, 2026-10-19: [Microsoft, Nvidia push provenance checks as open-weight AI adoption accelerates — CSO Online](https://news.google.com/rss/articles/CBMiwwFBVV95cUxQTWJ5cW1scWVFVS1tczZhTmtCS0JER21CcmFVOExwZ3lZRG9WaUFEYXhVSTlNd25zT25oUTdNSU5zWmJ1bEVJTVlrMnRXaG9BeVVSR3p5Ynhoc01IVnZ1dWl0VHVVUHlDcGktdmdNeFpFdkVGRVBzN09NVzh1QjNKV0J2cFhwMW82WW9VZWZqRllKVzJXQ1NzMmd6Uk04YVpObUd4SWs1dWJjeUoycVNmUVNkbHVPSVdPd0E0UWVZWjFDdkE?oc=5)
  - Google News, 2026-10-19: [How China's proposed AI export controls could affect open-weight ecosystem — Business Standard](https://news.google.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?oc=5)
  - Google News, 2026-10-19: [EU eyes AI defense as it tests China's open-weight models — digitimes](https://news.google.com/rss/articles/CBMiowFBVV95cUxQVVIyZzlsMzRIUk5ENWd6VVBtYndHOHVGUEF4dnJLdjc3TzkzZEIzUFc0amwwY1FRMHl2cE15TTNHdU8wdDUxRUdzZjZENzZ1SGNFYkdSdDA3WEJkQV9XTGRHdncxeG85MVBvNFZVZmtQV1BtZW93TGZuaEZubnZBU0gxNVJteTdPeDVtaUR3U3FIZjVyaS1mQlNHZFdXeXFnUFEw?oc=5)
  - Google News, 2026-10-19: [The Big AI Terms Everyone Is Getting Wrong: Open Source, Open Weight And Proprietary — Bernard Marr](https://news.google.com/rss/articles/CBMimAFBVV95cUxQYXFxVEw5VjlEeW1pcWd3LVdKUlYxNGVnSHc0TVlfWnlRdzJXNmxVMEV6WHFqZkN2UWFMTWRUQTVzMmZsRnp6UFMtQ1lLNzliejlwakw1TEV2aXJiTHg0enpmamNEcEFCbHg4NVFMb1FoTFhTZUtGMUtrYV9OZHVLb0NIUGtxbFNSZDVkTzQ3UDRTQVFHSEZSNg?oc=5)
  - Google News, 2026-10-19: [With open-weight AI, more of the security burden falls on enterprises — Help Net Security](https://news.google.com/rss/articles/CBMikAFBVV95cUxOMXo3cGFldXVTMnZYZ09lU3I4aEd5UTRQQkZsU0t4alRydC14Rkh2UXlBQm9BUEdIN1F2S1lQaERoaV9HTExia2dkem16VXJOazN3YTRLd3NkajVtd3ZsOEhGVlVWMnRha3BMQW9lTUVPbnlaX2N2M0RJcVZiMFczb1BaRHNNeUliamtWTGhaOGk?oc=5)
  - Hacker News, 2026-10-18: [Basal-Omni: An open-weight 31B model for AI decision-making (nr 1 on JevBench)](https://huggingface.co/Remek/basal-omni-1.0-ultra)
  - Hacker News, 2026-10-18: [Polish decision model basal-Omni ranks #1 open-weight on JevBench](https://basal.si5.pl/en/)
  - GitHub, 2026-10-18: [wichita-cloud/local-agent-5080](https://github.com/wichita-cloud/local-agent-5080)
  - GitHub, 2026-10-18: [vanshdixit1/menumargin-ai](https://github.com/vanshdixit1/menumargin-ai)
  - GitHub, 2026-10-18: [mounab3/gmail-agent](https://github.com/mounab3/gmail-agent)
  - GitHub, 2026-10-18: [Abhinavkrishna3211/ProjectPulse](https://github.com/Abhinavkrishna3211/ProjectPulse)

### diesel prices

Rising: mentions in the last seven days run at 12.4× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/diesel-prices/ · JSON: https://frankbueltge.de/trending/topics/diesel-prices.json
- On the list since 7 September 2026, promoted by the run itself — promoted 2026-09-07: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: diesel-prices
- Receipts:
  - Google News, 2026-10-19: [Diesel prices hit record highs — 13WMAZ](https://news.google.com/rss/articles/CBMiswFBVV95cUxNcmdSNElaSE82UTMwOG5NdTd1b2QxSVFiMmNNNlVYSTZLUlRVR3ZPeUtCRWpzeTBOSVhwYURDOTFaN054QWRidUJVcUttUW5qM2JiWVJfeldTNjl5dEpTLTAxS1Vsb0FsWnFqU3Vwb0xWVDVwT2JwVFM4cFhrTTg0UzFYRXEyREMtNkJnMWwtRVY5a3JsQU9OVk03ZVhmU3BZWWtOY1pCQllVUGpHWmlEeFdmYw?oc=5)
  - Google News, 2026-10-19: [Gasoline prices fall, diesel prices climb on Oct. 20 — ABS-CBN](https://news.google.com/rss/articles/CBMipwFBVV95cUxQb012ZHFQT0stTW11WVN4dnpaRGFDTnYxcGlKRDE3ckRvT1VjSDlzTVJlYXVoLWRqbkVCcGlvakl5R2ZKaC1vZkliNHFNbGVrcFVockluYjlvc3VRQWZFejNSWTNGOVNSdEhWWS1TYXhlVnluVTRPYU1CNFBYVlFkay1jMkc5VkRpbVREc2Y0MGw0Q01BVHBfTTFmVExIYWlDOWdfdEN3TQ?oc=5)
  - Google News, 2026-10-19: [Fuel Prices in Ukraine as of October 19, 2026: Gasoline and Diesel Prices — UA.NEWS](https://news.google.com/rss/articles/CBMiowFBVV95cUxNWjlwNmlDTHZMNHcyaExVeHhIaTFBM2FKNGNwVWRJc1dGdFllenpZWjhGZW9UdEp4Vmw3QVlRSFFuWmNsNVd1LV90RHZNR3gtOF82cWpLQm9zQ3lObEtTRDBDOFZucUpSUzdGZW1HT2hWSU9RaTdhZnhEb2QybjZZOWJoLVVVZURCQXMzVGZ4eVRKeUlYNWU4TGZXZ2hLOUw0cFkw?oc=5)
  - Google News, 2026-10-19: [Republicans rebuke Trump for delaying Russia sanctions to cut diesel prices - CHOSUNBIZ — Chosunbiz](https://news.google.com/rss/articles/CBMiiAFBVV95cUxPSHIxSkh4UFZXWFlmNDdDVXdnWEd0WDluZklxVElJamhmV2tUOFVrZDNHTEwwcDhacG5lVDBua2JXMDNiNHFQNWh6N2F4WjRtVTJWN2tfRExHdWgyNEVMNmhQb1NRV0tFckRiZVduRjNxU0hNWWltTGd2RHQ1ZXZ2N1o3Y18zcFZX0gGcAUFVX3lxTE8xTXE4MkdWTDRGOEJGTzRlNElXbGMzWVdaLXVMamNVenJuTllJT0RvRmFyN1lOeUNST1lvZUNLUUNNWkZ4QURMalh4TzU3bFYyWVVCYXpQZlpQRkdESEFLcUZwS1lyWkJOb2VHUVZKSm1yYTRjTFlRajlDU1VnYnVERU1sQW1JNTB1ZkR0Q1ZyLUhucVp2UEZSbElYXw?oc=5)
  - Google News, 2026-10-19: [Diesel Prices Hijack Trucking’s Worry List — Heavy Duty Trucking](https://news.google.com/rss/articles/CBMif0FVX3lxTE5ZQVNZRi1adGVwX1E2eUpYLUp4aFVuUkhaM2F5czFObU95NXlCWVZjNkpUMGpBNGUtUGJSUzBWQ1ZPNGZyNTJQYURyeVVoLTBibXZRSHpoTFB6SDg2Qm1tTC1pQ3h3VkU5NE9wUk4xQmJ6OXRtTnRjR1owT1FweE0?oc=5)
  - Google News, 2026-10-19: [How Pres. Trump's deal with Russia will affect diesel prices — KING5.com](https://news.google.com/rss/articles/CBMi2AFBVV95cUxQRTVZVlR3c3hKWUw4WFhUUklhcVprVGNlQ0RQdEp0YTRWYWZ0aUVwR1pTaGhNUVBLQ0hzMHB2MDI1N1l0MjBxTUF6aE5XSHZkSThveWlfN2hFV1oxVzdaUm11bndrSWpTeGtLakpvVjM4b0ItSmtSMVBvYm1wMVhWYjhrZFF4aHFIYlZHMHA4TTJ4N1h3ZDl3Yzg3Q2x5elZVTE1WMjA4SzVEM0h3RU9QNWVrSFdwUUthUi1MZDh4V3BkQXl5Qi1taUFCRUZKR054S3ZTZmJNRjI?oc=5)
  - GitHub, 2026-10-12: [molebogengkganakga-tech/Fuel-prices-analysis](https://github.com/molebogengkganakga-tech/Fuel-prices-analysis)
  - Hacker News, 2026-10-10: [Trump: Ukraine should get a new president, blames Zelenskyy for US diesel prices](https://apnews.com/article/russia-ukraine-war-trump-putin-diesel-228ccf74b2848c1ff0ac23f038b37512)
  - Hacker News, 2026-10-06: [High Diesel Prices Bankrupted 16 Trucking Companies in Just 30 Days](https://www.thedrive.com/news/high-diesel-prices-bankrupted-16-trucking-companies-in-just-30-days)
  - GitHub, 2026-10-06: [petrolpricepk/petrolpricepk.github.io](https://github.com/petrolpricepk/petrolpricepk.github.io)
  - GitHub, 2026-10-05: [tshilidzimugeri-rgb/sa-fuel-price-predictor](https://github.com/tshilidzimugeri-rgb/sa-fuel-price-predictor)
  - Hacker News, 2026-10-02: [Diesel prices fall as EU considers releasing 50M barrels under Trump pressure](https://www.ft.com/content/97200b07-755c-40ce-a50b-b51666bd4b7e)

### AI slop

Rising: mentions in the last seven days run at 1.8× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/ai-slop/ · JSON: https://frankbueltge.de/trending/topics/ai-slop.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: machine-made filler as a phenomenon of the public web.
- Receipts:
  - Hacker News, 2026-10-19: [Show HN: KiviDB, a faster Redis-compatible memory database and vector cache](https://github.com/kividbio/kividb)
  - Google News, 2026-10-19: [How good are your AI-detection skills? Test yourself with these games — PCWorld](https://news.google.com/rss/articles/CBMiswFBVV95cUxOLTJfckV0RG5UZV9NZGtDRFlLSnRCS21RMGRLYkRyVXhUTFdfMHQzaHlxZTg3WWlFcEZTc2ktVWNnVW9hWjRNbTFYeWhQYlZBVTMxdWhXNTQtLVhZUTZyQWlRX0U1S1luQTI5ZkJfOEgybTR3Yzd2MFhkTjAtQTRadWJIQzBlMGpGYkpTdWh0MEdDYjZrSXM1WnZUazZVWWdEWHlKYnBjSXZOZTJlRWZJU3J4cw?oc=5)
  - Google News, 2026-10-19: [Baker charges £1 per word for ‘AI slop’ after 784-word cake brief — Discover SWNS](https://news.google.com/rss/articles/CBMingFBVV95cUxNYkFzSGNvTlR4b2xGeGxFTEFnWXlUdmN4T3UySEF5OFYxUGpSZzc0UndJTnJONThpRHJ6Q0c4ajVtbTA0bXI0RjBVZmFnZmN0UGxEcDdpMDRFRmpDU0FtY2IxQ3U3QUY3Q0VSX3pzY010VWwxZnBHWFFGUEZoLVIzSWJqR2JXMkNia3FuUG1UOGlUWEQzclYzak9yX181dw?oc=5)
  - Google News, 2026-10-19: [Why did bland and horrible AI design slop become so widespead? — RTE.ie](https://news.google.com/rss/articles/CBMinAFBVV95cUxQcFV6a0NOWjBzVFBzWTd5WlJkV3RobEcwRjZmX2tudlVCQWxEZnhRcGE5TE9LcmE0ZWh5Y1phT1VhaUoxQ0tCMHUzSUhCdV9xaFAwSmcyVzdtaDZGZmJBa3hoOHc0TGZwdW5XT19vTEZVQ2dGRENBZFBBS3h4MnNRVERkRGpibnZWVjI3NU5zb2dQRlRhQjdPbFZfWjI?oc=5)
  - Google News, 2026-10-19: [Graphic design students say they're waiting out wave of AI advertising — CBC](https://news.google.com/rss/articles/CBMikAFBVV95cUxPLU14UUp0YXlyZTBUVTRDdVdQT0xUM0s4cTBOcmpNb005VHdZWFRzWlFFdHFtT1AxX2h6eXJTTE4wdkpPVzF4MVItWUNEUlRBMDNXR1pyazRyWWRjbUVhaTV1RnQ2VnN2VVhDanljdzhXbXFBZ2I3T3BHY3lCZ0sydF9BcWZVUGdCclA3NlBlQnc?oc=5)
  - Google News, 2026-10-19: [Why Do They Keep Promoting This Slop That No One Wants? — Awards Radar](https://news.google.com/rss/articles/CBMifEFVX3lxTFB6U0MtYWhCSWF6a0x6NDJJei1GWTBEX1dYcmduTThhSkR5QnFab3VmNDN4QzNkOVY0VXA2aV9udFJORl9FWEVSTlg2ak1ZM0JNQ3loWXZ0MFNDeGRFYzNCS1c4ZGVNUzdOdVZzVS1XdmFzcE1HbDNpdHNVMDg?oc=5)
  - Google News, 2026-10-19: [AI is ushering in an age of personal media — Understanding AI \| Timothy B. Lee](https://news.google.com/rss/articles/CBMidkFVX3lxTE5fWXdFeDFiclJHazBkR3VULWZiZTFlUFlsWUVuNmhoZ3lBZWowdk9JQ04xUFdHVjVKRC1ya1JobXNGMU1ieXJKXzBzWDRVTXh5Wm1mNl9Cbm9Jb3NEbWVISkVzSnlDTXdub2kwcUtLaExlbEZ0TGc?oc=5)
  - GitHub, 2026-10-19: [LeChocolatChaud/circuit-simulator](https://github.com/LeChocolatChaud/circuit-simulator)
  - Hacker News, 2026-10-18: [Citizen Science Groups Grapple with the Rise of A.I. Slop](https://www.nytimes.com/2026/10/16/science/citizen-science-ai-slop.html)
  - Hacker News, 2026-10-18: [ArXiv versus AI slop: will capping preprint submissions work?](https://www.nature.com/articles/d41586-026-03194-w)
  - Hacker News, 2026-10-18: [AI Slop? Nay, AI Gourmet](https://octomon.dev/blog/ai-slop-and-ai-gourmet/)
  - GitHub, 2026-10-18: [yugalteotia/job-search-local-kit](https://github.com/yugalteotia/job-search-local-kit)

### american airlines

Rising: mentions in the last seven days run at 16.4× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/american-airlines/ · JSON: https://frankbueltge.de/trending/topics/american-airlines.json
- On the list since 8 September 2026, promoted by the run itself — promoted 2026-09-08: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: american-airlines
- Receipts:
  - Google News, 2026-10-19: [American Airlines adds Florida-Venezuela flight. When, where it flies — The Palm Beach Post](https://news.google.com/rss/articles/CBMixgFBVV95cUxPcGQwMlhFUkZaM25OanpHNE80ckE0UjExX0poeTBmXzF0S3NRX1NRVkxWWW1LcjBLNnNzbU1RdGVnVy1yUXBVNzhrRkgwcjU2emNWTzdCMUEzOHBMemVnUDFaUGJzOGpxYXFuUWQySGRDTHhTZW02YkdIMjhJTlR0eUtGQmZpcllEemR0TGtISDRGYno4aVR1NXJ0dzF6cUo4QWR4d1g3N0RRaTJvNk9KLUNNRzZNZ1FZbG1ueWFxX0doWktCNHc?oc=5)
  - Google News, 2026-10-19: [‘We’re going to die’: Couple recount terrifying emergency landing during American flight — Alaska's News Source](https://news.google.com/rss/articles/CBMixgFBVV95cUxOY1pPell1eG9qRnRZOXlSb1FHdlY4Y0xQVGtUOXh1dXdZbFBqTXhwdzU0eGI0N2xacVp6Z3JuZGxLaVFZUUE4QWV4dGc3WXFwV0lPSEtxV2pybUxndVh0NWtHbW5DcGNwR0NwMXdsUTdqWVhUV3U1MUZSU1oyZzNjbXk4Qk0zZjJpU1UxclhlU05VWkNlcWxsSmFDYUNjOHhLWHg2dE1yQVZibElYVnlodnZDOEJqLWU4VzM2MUlsY05GQV9iNXfSAdoBQVVfeXFMTk5QeGFCYkU2TjVXSEM0ZWtvOTVpcW13bXJnTUY5NXE0VEZrdGFXWGVaQ0ZPUTJWTnVFUVZ5ZU5KNDdsZ3B4R29pZHgzdkRoR0lxUDl6MlhHR3E3em96R1pndWU2X3V1X2ZBNkF5SHk1d3VpNlNQQ1JQd1NETVdQZHJ4YVZwU1VlTTB3VV9HOHFIcWJ2V2dHalE5T3BXRkQ4d0FCbXF6S244dldpSHhFRzdseEtRSW1ORUl6UnlsZXJfT19uLXFpLVpuYk9NaVhyN3VoQ01LUE9ISVE?oc=5)
  - Google News, 2026-10-19: [Unusual odor forces emergency landing of Philadelphia-bound American Airlines flight from St. Louis — 6abc Philadelphia](https://news.google.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?oc=5)
  - Google News, 2026-10-19: [Exploring Analyst Estimates for American Airlines (AAL) Q3 Earnings, Beyond Revenue and EPS — Yahoo Finance](https://news.google.com/rss/articles/CBMirwFBVV95cUxNbzNDN1FhdGFuVlppYnpWZW90OEt3U2xMNm1LTzBxeGxtMXY4N1ZEZWtsMzV3OTFacUx2THh3X3BDODlnV0pwdGVyTF96NkdhX2FEdWNGaDl2NFJWVlVZSTREbktRYnJzcXdERjM2WnhCMXMtRm1VWVhHdG9LREN3SVNHdkRja1ZhdzUtR2liYnRKeVFWU3ZMYkxLSExiQTN1cTU3M2NqTE9BRzRnWkpj?oc=5)
  - Google News, 2026-10-19: [American Airlines Adds Another Direct Flight to Venezuela — Travel Market Report](https://news.google.com/rss/articles/CBMiqAFBVV95cUxOS3FNWWNBQjlUR01Xeko0N2lxbW9HVXZzWEhSeXRfMUhzS3drSVJSRVduanRCT1lxMFQ2T1g3WlZyMXltYXpUOEpKRnloZ0JMTm1ITjVyQ20xcmpjOS13ZVN4VHV6MDAyLTU1QWRqVkc0a0tfRlM5bElVd3FFNTBwZTFjcGVELXlTRzJST2VzY09qUFVwY2dSNmdoUUJqaS0xSWtPNzVkN0k?oc=5)
  - Google News, 2026-10-19: [Embraer Delivers First E175 Featuring New RECARO Seats to American Airlines — Aviation Jeta](https://news.google.com/rss/articles/CBMiowFBVV95cUxNSWFHQWI4YzVLb1FNaF9aaEx2dEptSUZkdGlPa01jRm4xdjVaOHJSalVlX0dBbk5JTHlBRHhPZlFnbDl1NENJa1V5Y3BMWkVDNWNiUE1acEVCejBGazREb0I5em5kNS16VFpfek9LbmlzbTItb1BEMklZck9vU3NtRktsdTVCSnIxTFRSSXluT2hoTkFPa0FCc2FnQl9kUzhZMUg0?oc=5)
  - GitHub, 2026-10-17: [myspulin24/aae](https://github.com/myspulin24/aae)
  - GitHub, 2026-10-16: [jackie-lgtm/travel-booker-skill](https://github.com/jackie-lgtm/travel-booker-skill)
  - GitHub, 2026-10-15: [ompatelrocks2-del/Airline-Operations-Delay-Analysis](https://github.com/ompatelrocks2-del/Airline-Operations-Delay-Analysis)
  - GitHub, 2026-10-12: [vaibhavmaheshwari5141-sketch/American-Airlines-Flight-Delay-Prediction](https://github.com/vaibhavmaheshwari5141-sketch/American-Airlines-Flight-Delay-Prediction)
  - GitHub, 2026-10-12: [ellale2426-debug/American-Airlines-Analytics](https://github.com/ellale2426-debug/American-Airlines-Analytics)
  - Hacker News, 2026-10-09: [American Airlines extends Starlink Wi-Fi roll-out to mainline fleet](https://www.reuters.com/business/aerospace-defense/american-airlines-extends-starlink-wi-fi-roll-out-entire-mainline-fleet-2026-10-08/)

### vibe coding

Rising: mentions in the last seven days run at 2.0× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/vibe-coding/ · JSON: https://frankbueltge.de/trending/topics/vibe-coding.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: programming by description, shipping code one has not read.
- Receipts:
  - Hacker News, 2026-10-19: [Ask HN: Do you also feel that it's impossible to keep up with AI?](https://news.ycombinator.com/item?id=50149373)
  - Hacker News, 2026-10-19: [Stop Vibe Coding. Enter Guide Coding. A VSCode Extension](https://marketplace.visualstudio.com/items?itemName=novian.guide-coding)
  - Google News, 2026-10-19: [Vibe coding is turning the music gear world upside down — The Verge](https://news.google.com/rss/articles/CBMilAFBVV95cUxOWlZHRklCWlNUaE45U1FHb3c2ZzRHSkowYV9acVVrNmU1Umx4VURCeThBQk5MRzRxcWI2TjF5ZnhYV21oek83RlQ1akdGSW5MYXdVU2swZUxabU5NSjVYaEsxTHpqOWRueFplZzBpUGxiYmhrQ2JkNVgteUJWejZUR09XWGc4SHdjUzNhLVV1VmwxRTMw?oc=5)
  - Google News, 2026-10-19: [Xbox business manager says devs not using AI shouldn't "be in the business of being a business" – because he "vibe coded a bad but improvable game in 2 days" — GamesRadar+](https://news.google.com/rss/articles/CBMikgJBVV95cUxPbkFJaS1PbGtsSWRRaXdvdTJEaktuTzdHRGNYWjZyeHI4dUxVYXdJNTQxbmNpY0xWTEJjaC1TWml6UGlxUFVlbmQxU1AxYW16c011blI1Q19KM25XRWFpVDBJWG1VMEd2SzhKd3h5THpHdmpFQ3VwaFhHQlgwZ2RsbU9YMEFDR21NMFFGSXc4eTdvSlRNdWZITlFJcERPME9JWkJ2elI3SUF5dlJpRE9BcGlfWk50YVJfS0pOSGNYRVdYRHgtRGh1aUdtUWRwaWJpc0pGa041Vkg0Y3Noc2dKU0dKNmg4Q2dtclRSRGZBVGZZR0dqTDN4dHpUbGFwZmRCb3dVRHhVTmxVb2FSS09BYVl3?oc=5)
  - Google News, 2026-10-19: [Steam Week in Review: Steam Next Fest has over 8,000 demos, as worthless vibe coded slop levels up — Yahoo Tech](https://news.google.com/rss/articles/CBMiigFBVV95cUxOTGxudGU2MXVHdEVhTGxjZG5TbDhZSHVJMWdNazNCaWZWaWMzVTZUV3didUh4dWF6WW1obTE0Q2FEWWQ4elpvenNsU3h2YlE5amVtam5nYTMzdzFZbGZaSEFvNmF1aVRyem44SHVGNmprTzNRZXRBbmdxbUp3bUxoLTdoNmJIUWFYZEE?oc=5)
  - Google News, 2026-10-19: [Vibe Coding Spotlight: The Best Coding Agents — devmio](https://news.google.com/rss/articles/CBMigwFBVV95cUxQZHFKZTMzWjFpbmhWZWRERGxld2ctdnhrN1BDLTRnQnNBZF8tY3Z2R1ppVWdxN1RPTG03VGRPRkhzRVY2UlB1MzlmQ29ZN092ZGRXNjdlYmNCYlRmdHZmc0N3VHZkdzdfV0hZTUllT1BmdERHdWNKSEhrRDFYTkloSkZvYw?oc=5)
  - Google News, 2026-10-19: [Best Vibe Coding Companies in the United States — TechBullion](https://news.google.com/rss/articles/CBMifEFVX3lxTE5VeEF6aGp6UTBVXzJCN0pSc0Vod2ZqQ0NZLTZrZTd2ZlRBdHVSUnRQckhCSFdHZFRncnd5d3FPM18wVFpZRG93MVI0OC1GbFp1N0Rzemtzakl2NEh2cmMyRHAxTFNpMGc4a1E2Rl9VY19VT3QxMXRJN0hJbUQ?oc=5)
  - Google News, 2026-10-19: [The Risks of 'Vibe Coding Web Games' That Anyone Can Make — 게임메카](https://news.google.com/rss/articles/CBMiXEFVX3lxTFBacFRYQTZjdm1tTHJDWHBDYXFEejhUYU5TSGp0QnkwVlRtdmpYTmhaMzBmZ1lySC1xeHhWdzRmcllzdnZUdk1NSUVpeGRETFUxU1Q0SkJVR2I4aGhs?oc=5)
  - GitHub, 2026-10-19: [bailangyucao/codex-glass-vibecoding](https://github.com/bailangyucao/codex-glass-vibecoding)
  - GitHub, 2026-10-18: [epeat5/Granny-for-nokia-e6](https://github.com/epeat5/Granny-for-nokia-e6)
  - Hacker News, 2026-10-17: [At what point is software considered "vibe-coded"?](https://news.ycombinator.com/item?id=50130038)
  - GitHub, 2026-10-17: [Marwin-M/pets-pet](https://github.com/Marwin-M/pets-pet)

### agentic commerce

Rising: mentions in the last seven days run at 2.3× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/agentic-commerce/ · JSON: https://frankbueltge.de/trending/topics/agentic-commerce.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: buying and selling where the buyer is a program acting for a person.
- Receipts:
  - Google News, 2026-10-19: [Skyfire and Forter Enrich Trusted Agentic Commerce Decisions at Checkout — Business Wire](https://news.google.com/rss/articles/CBMiyAFBVV95cUxQdXpQNHQxbk1CY2VydVB1YWctYm16SXpPbWFrU2pqSU9zME5tc3c5LTJxaUFJSkthWlFyU19XdVlvMmdPYWxYUVhoZENuNEJ0eEY3Y2luVWhaT1lBdXFQZDNVbHE1OXdhc1hjZVFiNFBySklUNElZRlBqUEUtTVJmZWY2SThCTlM5TUx3NmZUckxtUjlHSkxrRmFnTWpUclNGaWh1VjByTlg3eDdoazVXMVlvajFEZ0VTbGhNRGYybHNzSlNSd051Ug?oc=5)
  - Google News, 2026-10-19: [The biggest risk in agentic commerce isn’t easy to see. It’s invisibility. — Supply Chain Dive](https://news.google.com/rss/articles/CBMitwFBVV95cUxPZzY4QUtkUXhYSVEzM0xFR19tY2tJLS0zRjEwZWNhamhOTmZOOFRFR1E1MDV0OXBGS1VSNG1JSUhUTXlpUzFaRmI3SnQwWV9ZVXN3QWQ0M0FUQkJIWWE0TGg1amNCWlprUFJZdnNXVFd3Si1hMXlrWllJaEl2OEwxZVNMYWh2U0RJZnRPNDJ0V0dNSlVGVGcyQnZoTVhvVFYwN2tSYVRPS29VOGFDMldSMS1mVEg4NFE?oc=5)
  - GitHub, 2026-10-19: [alphaparkinc/genpark-agentic-commerce-warehouse-pick-pack-route-optimizer-skill](https://github.com/alphaparkinc/genpark-agentic-commerce-warehouse-pick-pack-route-optimizer-skill)
  - GitHub, 2026-10-19: [alphaparkinc/genpark-agentic-commerce-rfq-volume-tiered-price-curve-regressor-skill](https://github.com/alphaparkinc/genpark-agentic-commerce-rfq-volume-tiered-price-curve-regressor-skill)
  - GitHub, 2026-10-19: [alphaparkinc/genpark-agentic-commerce-returns-dropoff-qr-lockbox-sentinel-skill](https://github.com/alphaparkinc/genpark-agentic-commerce-returns-dropoff-qr-lockbox-sentinel-skill)
  - GitHub, 2026-10-19: [alphaparkinc/genpark-agentic-commerce-dynamic-bundle-cart-cannibalization-guard-skill](https://github.com/alphaparkinc/genpark-agentic-commerce-dynamic-bundle-cart-cannibalization-guard-skill)
  - GitHub, 2026-10-19: [alphaparkinc/genpark-agentic-commerce-counterfeit-packaging-ocr-verifier-skill](https://github.com/alphaparkinc/genpark-agentic-commerce-counterfeit-packaging-ocr-verifier-skill)
  - GitHub, 2026-10-19: [HugoOu/commerce-mcp-gateway](https://github.com/HugoOu/commerce-mcp-gateway)
  - Google News, 2026-10-16: [Stripe’s President Says Agentic Commerce Went ‘Vertical’ in September. He Has Not Shown the Numbers. — Forkast News](https://news.google.com/rss/articles/CBMiuAFBVV95cUxQRGFBT1kwMjBEa1h0MmRjUVdWNVRyd3p6N25CUjJlMVFNQ1JzV3FXdzhWX3MzbTZUM0thMXNfbXZPX3d4V0lZdW1FOUV2V3BUYmU5MWlmWVNUMHJvLVN2bDF6UGh5TVk4TEs3dWJBY0dITUNuQUtBbXV2UGdxcVhFbEpSalVTZEw5S1Z4QTZqbkN3MHlyV0NJUDVnQmY2MUxFQ2hWQ3Q3U1ZFaFFyY0EteUEySzdUeUNG?oc=5)
  - Google News, 2026-10-16: [Agentic Payments Are About to Break the Meaning of an Authorized Transaction — PYMNTS.com](https://news.google.com/rss/articles/CBMiqgFBVV95cUxPdmxQRnNGZHZPU0FQMjRINy1yS2hGVmtmY3hKT0xIVEVUODE3QjR2Vk5Eb1FxY0lYV2w5WWtSejEzNmxVbS1JeTJlYkRSa2Rjbks0c2VNV29nbjBMUXhCZnZPUzVRVzV5dW54SFRXTTY0d19WWi1uMzdHOHBXQW5MYjRNVWpwZHNHN25Rcm1RU28zTEtMME1tRW1XZU5FazdlZ2dkd3ExdVU0dw?oc=5)
  - Google News, 2026-10-16: [Alibaba.com’s Kuo Zhang on The Future of Agentic Commerce — AI Magazine](https://news.google.com/rss/articles/CBMikgFBVV95cUxQNWpZeVVLWUJSUGNPUWdid3lOZFotVzU2ZkJFWXVRUVNXdE1QVUFSNFBFRG53RnN3ZGN5eDg1OW14X3lZaHMteUdYcUFpOXM4V0pJc1czWGsyTkI2UVRrSURSMlozM1A2d3JkMk14b1E5dXpVZXRkU21JU1AxZENQdjZscEZibXFWczFFejNMTl9Mdw?oc=5)
  - Google News, 2026-10-16: [AI Agents Go Shopping: Agentic Commerce — Mirage News](https://news.google.com/rss/articles/CBMif0FVX3lxTE45OVJvQ1AxZl9yczhaUTE2bHlXNDBuVnRYcFFnV1YzWDJ4bXVIUWpwNGNPWkhYS0twRkR5dXhtTDBQZTh5TUdFZUhBUUdDcXd3ZEtQRzVUMS12RmVSVEtreFVrNm5OR3ZONlZsbldKUk5RTENxMlhOZE5FTnYwSlU?oc=5)

### generative engine optimization

Rising: mentions in the last seven days run at 2.7× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/generative-engine-optimization/ · JSON: https://frankbueltge.de/trending/topics/generative-engine-optimization.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: writing for answer engines instead of result pages. Never tracked as the bare abbreviation.
- Also counted as: GEO optimization
- Receipts:
  - Reddit, 2026-10-19: [KI-Wurm im Kühlschrank: Wer haftet, wenn die KI ausbricht?](https://www.reddit.com/r/u_Affectionate-Ear1714/comments/1x9r7jd/kiwurm_im_kühlschrank_wer_haftet_wenn_die_ki/)
  - Reddit, 2026-10-19: [Reece Kraveli has established a multi-tiered structural system that crosses from macro-level umbrella definitions down to specific micro-genres, look at the structural hierarchy of the Kraveli AI ecos](https://www.reddit.com/r/SunoAI/comments/1x9meh8/reece_kraveli_has_established_a_multitiered/)
  - Reddit, 2026-10-19: [DeepSeek's search API is under 1cpm now](https://www.reddit.com/r/SearchAPIs/comments/1x9vp53/deepseeks_search_api_is_under_1cpm_now/)
  - Reddit, 2026-10-19: [Reddit GEO: 5 Tips to Make Your Content More Citable by AI](https://www.reddit.com/r/GEO_tips/comments/1x9q8fw/reddit_geo_5_tips_to_make_your_content_more/)
  - Reddit, 2026-10-19: [What Makes a Top Generative Engine Optimization Agency Actually Good?](https://www.reddit.com/r/Ai_Search_Engines/comments/1x9ibew/what_makes_a_top_generative_engine_optimization/)
  - Reddit, 2026-10-19: [AEO, AIO & GEO: A Beginner’s Guide to the Future of SEO](https://www.reddit.com/r/AdcampAcademyLamka/comments/1x9mid7/aeo_aio_geo_a_beginners_guide_to_the_future_of_seo/)
  - GitHub, 2026-10-19: [phamcattaneo/geo-optimizer](https://github.com/phamcattaneo/geo-optimizer)
  - GitHub, 2026-10-19: [jonlanger/seobot](https://github.com/jonlanger/seobot)
  - GitHub, 2026-10-19: [branvizz/ai-seo-services-in-india](https://github.com/branvizz/ai-seo-services-in-india)
  - Google News, 2026-10-18: [How Generative Engine Optimization Is Changing Online Visibility — TechBullion](https://news.google.com/rss/articles/CBMikwFBVV95cUxPb0g4OWdiVmhnVUZoeUUwdENTa1Z6dVVYSl9XbzJDYk5UTkZqbFpMRWdFN1U3SkVHM3o3VmFLLTM3R24xLUZscjZId0pCa0dTMHMwOG1lWUdiZVMtYWE4c09wOE9kM2JkalpXQmIwSXE2WnFqY1pKTVlzNi10WWxUcUxtcUNqYXdTaVBuenlGdDk5T2M?oc=5)
  - Google News, 2026-10-18: [Generative AI Search Surpasses 50% — Companies Face Urgent Need for "Zero-Click" Countermeasures — BigGo Finance](https://news.google.com/rss/articles/CBMidkFVX3lxTE84ajNLRUtuTnAtbGdLVlhyRFVSVExWaUdhNVppSUpyODE2Mm5CZHB2WGpjb21qOTlsTmJacTJuck52ZVhPa2htZThyYkpXdGR1OUpPS2RsdFlxZkJGNkFiNHBETDBqN3lCOGRMT3ZUQXBGZHNzZHc?oc=5)
  - GitHub, 2026-10-18: [amorales4158/geo-optimizer](https://github.com/amorales4158/geo-optimizer)

### small language model

Rising: mentions in the last seven days run at 1.8× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/small-language-model/ · JSON: https://frankbueltge.de/trending/topics/small-language-model.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: the counter-move to scale — models small enough to run where the data already is.
- Also counted as: small language models, SLM
- Receipts:
  - Google News, 2026-10-19: [Scaling AI personalization with small language models — EY](https://news.google.com/rss/articles/CBMiuwFBVV95cUxNVFE1RC1iZjhuSFpVX2IyT3dCRUg0eEJhRUNvTlRCXzNVdnpUM2o1YUgtVHloVWwzbHRwQ0NIWWFCbmRsanJBMkw0ZFBJcjE1QjNvUFNaVXR1a2RtTEEwSUtRWERrUjlaX3ltRXRzWHEzbVljTmY4UVNNMU5JTkpqOHI3dkFCMXFKX2lwRVRfSGFhVlFJQ3lHVDFIVGZMY1lmM1A3THdNTHlUbS05UUpGekhoeDJVMzVMNDl3?oc=5)
  - Google News, 2026-10-19: [Field Notes: Australia’s biodiversity market could have 10 projects by year-end; SLM Partners closes Silva Fund II €150m — Agri Investor](https://news.google.com/rss/articles/CBMi4AFBVV95cUxOb1pneFI0LTROTTg5WEdNOHo3Y1RiUXZTNjZRNi1JOWJSTmlWSXA2b1NGMmRYcGYyRDZzMHRsWEJNX184elFhVFhCVEVBOERyclFSclZjaDBnU1RPazRGWHBlTXIxbTNfbkNSOUZDX3JQM0daSkI5anIyTjZUMkhJS2tqenY1ZHNvMmlkT3hRMXpfbFZXLXNTVFM4TVJRQ2ZXUFZBaTFRdHlBM0xZb0hJcmRrOFBmemliZ3NJdUJ0RnJBaHdiWXBaR1NHczJyOWZ3Zy1sSlZzU2pZaE9qbjZCTQ?oc=5)
  - GitHub, 2026-10-19: [RoHaN-1-1/SLM_Tiny_Stories](https://github.com/RoHaN-1-1/SLM_Tiny_Stories)
  - GitHub, 2026-10-19: [Ebiegberi01/slm](https://github.com/Ebiegberi01/slm)
  - Google News, 2026-10-18: [Green Valley vs Slm N - Boys Varsity Soccer 10/20/2026 \| Watch Live & On Demand — NFHS Network](https://news.google.com/rss/articles/CBMijwFBVV95cUxPS0NuV3Z2WFZZMmYwSXJGUEVnckRWeUtjVmE5ZkVPWkZEZGhCREpPRDlyVWZUV2VwekpObUtXMXhnUm5iV19yVVFubmF1Z0QydWFDS1phVTAwSU5zbTNmOHRrQzNZbXpOSC1aRXI0amV0Z1JVcnd2QUtkZUVNRHdpSEh3cVU2ZTBzN2xHMERPTQ?oc=5)
  - Google News, 2026-10-18: [SLM.GHT Bond Profile: Coupon and Redemption — TradingView](https://news.google.com/rss/articles/CBMiakFVX3lxTFBOQkQ3R0hRTzd5eXdYQkExRXotMkFBd0I1ZW5lM2dndkE4WnlJdmYxZEN0S0pCQ21EMGk0SE5ZRFBKT1F1X09ZMjd6WTJVbTlwRGRVb3NSUkZDbVhKMjRhVnVXbG1NWlR1cUE?oc=5)
  - GitHub, 2026-10-18: [johnbibinjb/SLM-Translator](https://github.com/johnbibinjb/SLM-Translator)
  - GitHub, 2026-10-18: [clap03/assignment-5-slm](https://github.com/clap03/assignment-5-slm)
  - GitHub, 2026-10-18: [Vasist18/Small-Language-ModelsAG](https://github.com/Vasist18/Small-Language-ModelsAG)
  - GitHub, 2026-10-18: [Vasist18/Small-Language-Models](https://github.com/Vasist18/Small-Language-Models)
  - Google News, 2026-10-17: [Slm N vs Valley - Boys Junior Varsity Volleyball 10/20/2026 \| Watch Live & On Demand — NFHS Network](https://news.google.com/rss/articles/CBMifkFVX3lxTE00Z0VzWUplRnJGTUNRVHNZeUc4alByMVU2WlpSX2dHeUlnSXUyQ3d2SnFFWl9OUVZWejFZQUNrbUhkNnB4N2NlSnlMOVU2TWFkOUFpLWJYQzE3Ym9TZnQ4UjRCZW0wZEZES2VuUmFkQTBVc2RabUdROWxJV1VsQQ?oc=5)
  - Google News, 2026-10-17: [IRIS-T SLM Earns Certification After Live Firing in Crete: A New Threshold for Germany’s Air Defence — Envanter Medya](https://news.google.com/rss/articles/CBMie0FVX3lxTE9UTE1pNFFhYWdnVEMyaVI3Y3NxMUFDZnFUbDI4RVRnUG5sUjBlYnVNWjFQbVRmUnRKeXlYREpreDh6cWdOcGdKbWtHdWJtMlRDOTlVOFR4cHd1M2RiQnd4YkdqdC1xU2I5Q1U3a0ZmcVVINVZnQkhKRVZlYw?oc=5)

### far right

Rising: mentions in the last seven days run at 6.3× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/far-right/ · JSON: https://frankbueltge.de/trending/topics/far-right.json
- On the list since 9 September 2026, promoted by the run itself — promoted 2026-09-09: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: far-right
- Receipts:
  - Google News, 2026-10-19: [Arab vote could prove decisive in Israel’s election as fears grow over far right — The National](https://news.google.com/rss/articles/CBMizgFBVV95cUxNVmNKXzFxbTNlU0NBSkwxcXkzZlFmSV9IOEVsR2RWLVBhaHNLaWkwQmQtR3Z2TjM5NVpxUXhhRVhpbjIxVmJacWkxNHUxS25WTFR4RUNCVld4SmM3RVRkS3lkNG9zaWZnMHhyRExHcmJKNjVpSEc0WVhza05FYktGTzVJNmtqWUFyYXB6Ym14LTBVWDZCY0JtMEtVSFl4dk85LTdMVklZYWtlZFJoUGp0bUJKd1ZJWUptTW1LeTloNVJRazVOLWVXODNZamg4UQ?oc=5)
  - Google News, 2026-10-19: [Alberta separatism is a tool for building far-right power beyond the referendum — Canadian Dimension](https://news.google.com/rss/articles/CBMiwAFBVV95cUxOaHY4Z2dyU2NYa0FwLTZscWd5QjFtRkhadVpyTWVRR20tREoydXMyMVpKRkJxWVpuV0RPcDdmMDRQSzh1VXl1QnlWNnJBelY5d0M3am9CWG4tcEdRZkpqM29vVERCZUppWkE5TE5Vcl9aZTNxajkxbXVxU2Y1MTBZTVpXSFk5NnJMSjBkQnFVUUdHSDIyeDItNWRmZFdPNlpiOGdzMzBBbUVRTHBGNjY5cGxQQ3dBNWo4ZEh4WXk2bnE?oc=5)
  - Google News, 2026-10-19: [UK far-right figure Tommy Robinson faces trial over threats to reporters — Anadolu Ajansı](https://news.google.com/rss/articles/CBMisgFBVV95cUxQVlAtWjd1LVIyOGxPVVd6UWp1UkxxeklDY3dGLUJkakh0UVJweWhNMFZZZ3FCNUZLVmo4akVSMlQ3X3BLZHZvY2VQbFF5NnBrVHhhRVB0SWZzVXhkRGNIQ0lTNmNtNnJqNUwwZ3puV3E3UWN2eE5NaGRuWThwUE1NZFBnY1FyRnctdnk4N2N2czJ1NTNVSF9kTWVJOUVpbUMxU3JVWk80cFROTG1vWDNrQm5n?oc=5)
  - Google News, 2026-10-19: ['People Need To Wake Up Now': France's Far Right Switches To Campaign Mode As Violent Riots Engulf Cities — News18](https://news.google.com/rss/articles/CBMipwFBVV95cUxOZnE0UTUzal9WR2hkY0tFdjFYNnNnNHFjR1VLTWFER292V0hMaDNfQ2o3RURtOEVpV3hfRGJLUTdiWmpZSTY2RTNKazFvVFkxTGtUNGRTSW82WFRleVQ5VEJ2ME1kYjlOVnRRNU5xWENJTExGTDVqNkhPX1dIQU1KNUtpWHBFaEtpc3NvTFNIUnBRR3p5d0JtZ3BkbzNmQUdjMVpxX0FaQdIBrAFBVV95cUxObF96ZWdXQmtvc29acnlzSFZpN3lpQ0lDOWxmV216VHFpaER4TEhYNVd3V1NHcDNkQldMZ3JMSUdBX0F0VDhSbDZpYWVNbkEzZ2FNU1lzM0E0Z1NVTEdmMDBBNGRPVDktTzBsV2hhWFZKbXAtZ3h3R1JJUVN5a3hoUlFIMHFtMXc1TEFjbW40TmdOLW01VUhVUi04dk5jMlZ0V3N1U1pHVVBpaXBE?oc=5)
  - Google News, 2026-10-19: [Elefsina stabbing exposes far-right cells across Attica — eKathimerini.com](https://news.google.com/rss/articles/CBMipAFBVV95cUxNMTNZLWdKX0lkUmd6bUhEbEVBaUp2R1RPZjF5OE9ueWN0TkZrU25PZU1zWHNhc0tZOGNPSzlNRi11SGRwRE4wRjhpTjNVTDh0ZFFhdjFORVBMbEVGV1B0V2VVM1lsOHJ4My1aRURQQTRPTW8tR1A2c3ROZ0JDR1F5eWQ3al9VRVkyQ1FaY2hkc1RzenhwR21lUnZTZU1OZ1c4TnRLUA?oc=5)
  - Google News, 2026-10-19: [Far-right activist Tommy Robinson to stand trial in Britain — Anadolu Agency — UA.NEWS](https://news.google.com/rss/articles/CBMiogFBVV95cUxQLW82amZheVlkY2s3cjRxV2hlU2VHVVlzczFQRHhYbkRvMVVpQUM5UG5kZVRKRllZQVBNQi1MN2dPVUV3WXNCMWVFS0J0UHdiTHhQMlNCMmVxZW9xMHc0WFJDSm1iam51NXdOdlBqQ3lEbU1xZjNzbUJNVDA0VmxhRV8zbjc5YllwSkpYaXJ5ajNUa2E3V2hDM01GLVpwS1VXV3c?oc=5)
  - GitHub, 2026-10-18: [vgmirand/inflation_far_right_europe](https://github.com/vgmirand/inflation_far_right_europe)
  - GitHub, 2026-10-17: [tangledhelix/DP_fright](https://github.com/tangledhelix/DP_fright)
  - GitHub, 2026-10-16: [identity-md-launches/launch-2017-create-new-version-exact](https://github.com/identity-md-launches/launch-2017-create-new-version-exact)
  - Hacker News, 2026-10-14: [Traffic to Major Right-Wing News Sites Falls Sharply, Report Finds](https://www.thedailybeast.com/far-right-news-websites-are-suffering-due-to-unpopular-trump)
  - Hacker News, 2026-10-07: [Online nativists are exploiting middle-class economic worries to stir hate](https://www.vox.com/politics/505248/texas-bo-french-indian-far-right-hate)
  - Hacker News, 2026-10-02: [Ask HN: Why do all LLM interfaces look the same?](https://news.ycombinator.com/item?id=49934491)

### lindsay clancy

Rising: mentions in the last seven days run at 4.9× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/lindsay-clancy/ · JSON: https://frankbueltge.de/trending/topics/lindsay-clancy.json
- On the list since 6 September 2026, promoted by the run itself — promoted 2026-09-06: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: lindsay-clancy
- Receipts:
  - Google News, 2026-10-19: [Lindsay Clancy's attorney Kevin Reddington asks Trump for pardon after mistrial - ABC News — ABC News - Breaking News, Latest News and Videos](https://news.google.com/rss/articles/CBMiqwFBVV95cUxNcHhUaXJidlJnYm5FMXFwdDd6Z0tEZEhTVG13OGlEODIwS0xSTUMxQ2pUazVUb1Q3dElsbllZUlo0SlVkV0FJazhMV0NHdHdibkhhNlVfVDItemRkdXdidmE4TjZEelpuczNSLVAyMm1Xb3NZamNYUmFVM0Fld1F1QWtGYmxfbjZ6TWtScnJKOEFITS13N1dBRVlhMENWREpfZlFyWm5DVFNJWU3SAbABQVVfeXFMTXo5eHdBSkhCLXdLeXlySDZISnFUQUl5N1oyNnc2d1hIdnJJRi04QnVFcDJIT0dZdUx4TU5RcUFYM0IwQXpNVzVwWjREcElhQzdZOEdXVlRZZDBVUTdKQlRTR3Jud25NaF9wdWdEUWVXSlZONlVyTXMwSGs4bmE3VXhRckZFODNLUUZ0WktNdU5lWEg1ODhpdXloYm9XYm0wUVFkNzRZWjZHQUVJZmR6YV8?oc=5)
  - Google News, 2026-10-19: [Psychiatrist calls Clancy's mental state into question in testimony after defense rests - ABC News — ABC News - Breaking News, Latest News and Videos](https://news.google.com/rss/articles/CBMipAFBVV95cUxQaWs5b1JtSGpNWEI2N2JhM0hrSExXRlItQlVrWGE0SDZHbnVmc2MwZ25rUmdsNExsY0xESWd0aGVSWEhYSlFEdG9LZlRBOGluME1makdfRm9iT0lBS3ltbjVuUzEzdm15WEcxVlhmelBsUmVUa3ZSRTRqVUIya0lhTFVSaUJXMWpWLU9HTWd3N0t1bmFQZjBDR24yeFN6UUtHSTBFedIBqgFBVV95cUxOYWg2Vkd4WUNmMnA1NC1tX2hZMFFZUVB6QTExOXFJNVI5MUJ2U2gtMGdHMG5SUXhDZFppeHhwbGhIeWZtUUs5cWh2dHdQMW14dmF2cFdROEVqRWpyZ19aZXFMQTBKVlE0Tm8zSENkVUxtY2R3dXc3V1A5R2xGQUhHOWtDN1RDWUh3WVpNUmt0QlJHVEMydW5MeUQ0NnFpNlBXYjhfY01HbjJkUQ?oc=5)
  - Google News, 2026-10-18: [The Lindsay Clancy case exposes the insanity defense loophole — Washington Examiner](https://news.google.com/rss/articles/CBMiqgFBVV95cUxOS1hRdkhGVUQ2MHRHSHBON3pXSlVzRGlISGNaYzFRTURNTTU2SEtKZ0lyN29QMlgyNGJZTy1sT1NTX3BsQnBya1FRX0NCVVpPekEySDdSRzdGeTItMDRJcy1DWXJvTW93blh1WUlIQjljZFlEemRQanF6dUNfdlRLVWZjYXBuaFVqNnZ0cWxiWklzQWZVRkVwdDZ3a3haQWlVZnVpZzhIU1d3UQ?oc=5)
  - Google News, 2026-10-18: [Patrick Clancy speaks out after mistrial in ex-wife Lindsay Clancy's murder trial - ABC News — ABC News - Breaking News, Latest News and Videos](https://news.google.com/rss/articles/CBMiqAFBVV95cUxPSHNvLWZIVGZZank5M2pLVVpKUFM0NE51a212a2RpbzRZeGpxWlRodm9maEdod0ZXTkl5QjlTRkY0RV9TcDc5QjZaYVp6d1J5VkhoNWdkX1g1ZEotaGdqVHpQWXU3OEllbllxQnVvcU1EN2h1NjVZYWg0TjFmVUlXODVUZXpLT0xnQ1hZVGdxNDNHZTZILWFkTGRuaV9qRXFzTkd5TTd3YWjSAa4BQVVfeXFMTmk0WV9fOElRZVNvQVc4aV9SdkRFVjNKcFhBaGlDbTNGdGFSSHlyWl9XMWpoTWJMMlRiLUF3SUhOa0UweTdkLVF5WU9zaDk3MGxzRjJ3OGU4aTJIN0xJX19meVBWMG1BOWxINVdsNXpGX3pIWVh2N2RwSVVtZngzZi1yVFNLd1BLOGFfMTliT2JCQVNZdmtzQWRyTjhFelZDMFc1cTdmVWlQbW43M0Zn?oc=5)
  - Google News, 2026-10-18: [Lindsay Clancy lawyer criticised for outing lone holdout juror — The News International](https://news.google.com/rss/articles/CBMipwFBVV95cUxPRHh0NDJuMHNjX2NkalZfS0h1cGQtLUJzWDVRVGRIMmgxM2RHbHFrSWVYTWJraEtvVWhibzV5YjUwNFVWMngzN1BVQ1dyaXVLSGk2dWE3X1ZiYTdoRGp2UlN0dFdOM04yRFd2aW9MMUtjZWpxNFM1NlUycWpRQjFjZXZoYnBTaUxtdU1Bb2NweDNad0RVbTNnZHhsZnp1TVNxaGRreFlZTdIBowFBVV95cUxOVXlPVl9DLVVlYUNkSklFb0VvQUpRM2xGVVNkWVdMOWdBckZVTF9xbmpwaFk0QzJEaXUtZDBTeVBPdi1NWHBpeXZjNkE5ekhCTkl6c3E4eDhMSEVkTE1sS0dnOG8waWpaeU5NOEdBWTdxeUxzcDNNc1pWSnZxY21faWVoZjJERUxVaGp2Zl82Wklta3hRNkFTLWRMbDVtVDJlRG1Z?oc=5)
  - Google News, 2026-10-18: [Lindsay Clancy Holdout Juror Speaks Out on Domestic Violence Arrest: ‘Blown Out of Proportion’ — Yahoo](https://news.google.com/rss/articles/CBMimAFBVV95cUxQczNuNEtQdF9GT2VITjJVcFZiQUVYWW13TWpQQnI0V0JSWUpJcDVTRUh1NmFDeHM4UUdRZU02djNNY0ItYWsxeTVHck5HN1BnOUxySDRoN1hDZHpyaExNREdHaXpId29SLVNZRTJPSmlIZlBuQ2tKd0NrNGJpWVN3RERUb00yUDFPWjUwYWVscEVkN1F5MzVFTQ?oc=5)
  - Google News, 2026-10-18: [Lindsay Clancy's attorney says there's no evidence she killed her children in 1st hearing since mistrial - ABC News — ABC News - Breaking News, Latest News and Videos](https://news.google.com/rss/articles/CBMimAFBVV95cUxNRkY1cnR0ZGRIQ1E3aUYtdm1MY1VLeHBBRGRzVEtOcHg4VjlnZFRiYzlHbVM1ZVRMUWs4cTdJSmNLUkVaM0RleUlKQVhid21ud3dJR01TVmNDVUY4RXdTSEVZVHpvZlNUcV8zR05mV2pKUjZ6UU9vdGVmNERwQnpvOU1BNW1pWi00WTc1OVV4cXU1emxkRjlLRtIBngFBVV95cUxPNVo2a0hFWkdlTGVLNHRkY0RZMktmR1BkUHkzanlwQ0JkZUN2NkNMM0FacVk1aHFZTFp2cTA1c2c5TVBNTWlLZy1OMXBWWHMzTWdUemMtYXd6U3NybHRVSEp1c080NFFYSW11a2p4VEJNTzNYQ2dfRVd3SWpOVDg4M3Y5TTZBSXo4TUtXNzYwbXRueXY2RzJtV1FWZi1qZw?oc=5)
  - Google News, 2026-10-17: [Lindsay Clancy said she was 'so glad' kids were 'safe' after killing them, chaplain testifies — ABC7 Los Angeles](https://news.google.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?oc=5)
  - Google News, 2026-10-16: [Lindsay Clancy juror speaks out after refusing to acquit her, says media harassed him \| RISING — The Hill](https://news.google.com/rss/articles/CBMixgFBVV95cUxPZE05a0xDck1DenlQMkQ3UjQzd0E2a2hHeWMwbzZuR1RISDJROXAtTnhESnNCbElPU1RhZDZteFNOSGtwM19idV80ZjNUOTZENmFlVjd5ZDhTbTVIeXhUQ05GWWxvUk82M2tncjBPcHRvSF9oVVFnVXE4MXF6QjFLTDZ0WjJSVERwYnZMcnNwdzF5Ri1UREFPMDNaZ1E4aFdiRmVDd2hkYS1rWFEzaUxiTjdDWlh0UHo1OWVCeXB4dUZ1OGNUeWc?oc=5)
  - GitHub, 2026-09-29: [RichardMcCauley01/clancy-case-explorer](https://github.com/RichardMcCauley01/clancy-case-explorer)
  - GitHub, 2026-09-25: [jschnei7/Lindsay-Clancy-Trial](https://github.com/jschnei7/Lindsay-Clancy-Trial)
  - GitHub, 2026-09-22: [Jesicasarraahh/Postpartum-Support-and-Observation-Tracker](https://github.com/Jesicasarraahh/Postpartum-Support-and-Observation-Tracker)

### loop engineering

Rising: mentions in the last seven days run at 2.4× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/loop-engineering/ · JSON: https://frankbueltge.de/trending/topics/loop-engineering.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: designing the loop a machine runs in, as against writing one prompt.
- Also counted as: loop-engineering
- Receipts:
  - Reddit, 2026-10-19: [What Is Loop Engineering? Building Better AI Agents](https://www.reddit.com/r/FreeITCourses/comments/1x9x89t/what_is_loop_engineering_building_better_ai_agents/)
  - GitHub, 2026-10-19: [Xu-DE-AI/Industrial-Asset-Reliability-Platform](https://github.com/Xu-DE-AI/Industrial-Asset-Reliability-Platform)
  - GitHub, 2026-10-19: [Naronge46/loop.js](https://github.com/Naronge46/loop.js)
  - GitHub, 2026-10-19: [Bastiaan909/loop.js](https://github.com/Bastiaan909/loop.js)
  - GitHub, 2026-10-18: [wray-lee/orchestrator](https://github.com/wray-lee/orchestrator)
  - GitHub, 2026-10-18: [wojciech129/loop.js](https://github.com/wojciech129/loop.js)
  - GitHub, 2026-10-18: [smit60/loop.js](https://github.com/smit60/loop.js)
  - Reddit, 2026-10-16: [Technical Overview GEONMI-MEMS Zero-Heap VLEO Flight Engine Architecture](https://www.reddit.com/r/SpaceInvestorsDaily/comments/1x7hbt3/technical_overview_geonmimems_zeroheap_vleo/)
  - Google News, 2026-10-16: [Loop Engineering Explained: How It Differs from Prompt Engineering — Nasscom](https://news.google.com/rss/articles/CBMipwFBVV95cUxPcEtuVVkwWGcwOVBPbGxoaDJwXzRickRlNTNab3RBRUFMMUtyN2pYTXJONjdTbzlLZ0h3eEU2YlBtckF1Skx2dFEtM0VrYXY5Ni1kc2UxbkVJR2d1bGNkOVdNSGF0anI4cTlnb0Z6M3pvc2ZEZWkwemxIa1Bjdy04VjFLWlNIaURxUTJCMnpOcVFDWmktcmZfcl9oTzkwYlB3ejlrMEpYTQ?oc=5)
  - Reddit, 2026-10-15: [My isro interview experience of cse held on 20th july 2026](https://www.reddit.com/r/ISRO/comments/1x6mccp/my_isro_interview_experience_of_cse_held_on_20th/)
  - Reddit, 2026-10-14: [how do you keep your agent from shipping broken code at 3am on a sunday?](https://www.reddit.com/r/hackathon/comments/1x5ldzs/how_do_you_keep_your_agent_from_shipping_broken/)
  - Reddit, 2026-10-14: [Why Hermes Workflow Automation Beats 12 Open Tabs](https://www.reddit.com/r/AISEOInsider/comments/1x5ukg5/why_hermes_workflow_automation_beats_12_open_tabs/)

### context engineering

Rising: mentions in the last seven days run at 2.3× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/context-engineering/ · JSON: https://frankbueltge.de/trending/topics/context-engineering.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: what goes into the window, in what order, treated as an engineering problem.
- Receipts:
  - GitHub, 2026-10-19: [Rossi66/PRD-driven-context-engineering](https://github.com/Rossi66/PRD-driven-context-engineering)
  - GitHub, 2026-10-19: [Lefevre26/context-engineering](https://github.com/Lefevre26/context-engineering)
  - GitHub, 2026-10-19: [Girard00/PRD-driven-context-engineering](https://github.com/Girard00/PRD-driven-context-engineering)
  - GitHub, 2026-10-18: [sanchaybagul/context-engineering](https://github.com/sanchaybagul/context-engineering)
  - GitHub, 2026-10-18: [rRao37/context-engineering](https://github.com/rRao37/context-engineering)
  - GitHub, 2026-10-18: [pinarl0137/context-engineering](https://github.com/pinarl0137/context-engineering)
  - Hacker News, 2026-10-15: [Context Engineering: Giving LLMs the Right Context](https://vinithavn.substack.com/p/context-engineering-giving-llms-the)
  - Hacker News, 2026-10-15: [SlopCodeBench 10/2026 – Opus 5.5, Astra wins overall, xhigh considered harmful](https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/benchmarking-new-models-on-slop-code-bench.md)
  - Hacker News, 2026-10-15: [Context engineering still has a gap, thoughts?](https://contextwindowarchitecture.io)
  - Google News, 2026-10-13: [Why Context Engineering Is the New Martech Battleground for Marketers — CMSWire](https://news.google.com/rss/articles/CBMisgFBVV95cUxPcVZUTWFHVlZuNlFPODhtdGU5VHAxSEVxa1JHeXI2WEJrc0RVaEdmOFNzTjdJcFdjS2RVMDRGZTA2cXE0NzZJUXZNOXV1ZVRNd0ZDZjJFeGJ5YTQ1dHdUMW41cXBHc0dMeVJBcTBNa1d0OGphOFRGcEhvLXRWdi1iM0tlVEZpdWxJMFFWYWVVUVUzZ1ZhVzRaa2dpYW9EX0NSZlhEclVSeUtjbFJ2bGxCNlVB?oc=5)
  - Google News, 2026-10-13: [AI agents risk using stale context, causing new bugs — TechGig](https://news.google.com/rss/articles/CBMikwFBVV95cUxOaWt2enA5SUFSZkhMeGV5TXpkVHF5bldDN29oN091dWdaeWt6Ujg2NGxwTXFUX0ctQW8zN2N2LUJnektidUM4bC0yUHU1Y0tEalk3UzdMdjc5SzhJaFBJTjZXTkFqaVh3SmRpUU5uUE9kclhRUlIyUXpHR3kxdlhGTDc4WmZXWFB5amNEZjRqOGhsU1HSAZgBQVVfeXFMTTl5STBVTnZCZGxxeU53VmlYWm9ZX3hwY1MyVVV6VVJ1TkZWVzdhQUU3cWozUnM3WVZEVjZtRndJNVZIODVPOHhvMHR5ck1uaWt4ZjdqVGFTc3owbTYwSWNuRzdoQ3BrNjQxSHh6Z0VRVEx4aWJjNlJhTjczaXdycU1QaXptNGtPbWNpZkRSRDJ1MnNBSlotZUc?oc=5)
  - Google News, 2026-10-12: [Governing Context at Scale: Security, Observability, and Multi-Agent AI — HackerNoon](https://news.google.com/rss/articles/CBMilgFBVV95cUxQYXNVSEJaUmVyeGdqN2prRUlrN2JCeTBmN0Fjbko4VjBFRW82SjA5dTVlbEJ0YWlsVnVZM19pYURNdUVRLXNZOHM2STVhbFpTRmNyYUZsZVR5cm5haDFwQlBNTWsxUlpsNVFteTRFdWU5RWR5T1dDQ2RjLS0xenU2NThLdVAyUzZvODVUZXl6OG95elgwS2c?oc=5)

### diffusion language models

Rising: mentions in the last seven days run at 2.8× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/diffusion-language-models/ · JSON: https://frankbueltge.de/trending/topics/diffusion-language-models.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); Hacker News + arXiv, ratio 2.00.
- Also counted as: diffusion language model, diffusion LLM, diffusion LLMs
- Receipts:
  - GitHub, 2026-10-19: [ThanhHungtaptanhhocpython/diffusion-language-models-](https://github.com/ThanhHungtaptanhhocpython/diffusion-language-models-)
  - GitHub, 2026-10-19: [JosephHardy91/graph-composition-with-dLLMs](https://github.com/JosephHardy91/graph-composition-with-dLLMs)
  - Google News, 2026-10-18: [DiffuSpace raises hundreds of millions of yuan for diffusion language models — Dealroom](https://news.google.com/rss/articles/CBMirwFBVV95cUxOQ0hLZUltMkxDalVLMnM1eXY1bkJXanVSaGhUUTNHR3pBUnBFSm9lcl9BQWVIYU1ocDR3QW04R2JieEtaOElpNWp6bGxpcllrckJBTlB5NmlzSVgwY2duUTM1bExKaC1VLWxOYjdWUS1mYTVGeTktbnVmYWdUSFRRZXRYVWVBdWIzWGRZaEJaYnpYMlgyZ0pxUFJxdDlURnJNNzBjTXRxb3Rtb0ozczRN?oc=5)
  - GitHub, 2026-10-18: [riley8184/Awesome-Diffusion-LLM](https://github.com/riley8184/Awesome-Diffusion-LLM)
  - GitHub, 2026-10-18: [olgaelliott/Awesome-Diffusion-LLM](https://github.com/olgaelliott/Awesome-Diffusion-LLM)
  - GitHub, 2026-10-18: [mendes78891/Awesome-Diffusion-LLM](https://github.com/mendes78891/Awesome-Diffusion-LLM)
  - GitHub, 2026-10-18: [hmirza24447/Awesome-Diffusion-LLM](https://github.com/hmirza24447/Awesome-Diffusion-LLM)
  - GitHub, 2026-10-18: [aryu875/Awesome-Diffusion-LLM](https://github.com/aryu875/Awesome-Diffusion-LLM)
  - Hacker News, 2026-10-13: [Mercury 2.5: a cheap diffusion LLM with a hard ceiling](https://www.henrytowbin.com/posts/2026-mercury-coding-agent/)
  - Hacker News, 2026-10-07: [Ask HN: Is anyone still working on dLLMs](https://news.ycombinator.com/item?id=49995709)
  - Hacker News, 2026-10-06: [ALoDLM: Adaptively Looped Diffusion Language Models](https://alo-dlm.github.io/)
  - Google News, 2026-09-24: [How to Guide Your Language Flow — Apple Machine Learning Research](https://news.google.com/rss/articles/CBMib0FVX3lxTE1fTDh3dnU5cnBYOHJuMXNhMk1mZmJacDR4TTVsRUdEcll3U3ZnUmZ0VURTajZ6RXhYZ096RTFvdDFYTkEwUXVSaThDWXlSRXRna2Q4RF9PUXVMYXJJVWUzSmtnUnEyLVZzalRlSEUxVQ?oc=5)

### lake ontario

Rising: mentions in the last seven days run at 2.9× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/lake-ontario/ · JSON: https://frankbueltge.de/trending/topics/lake-ontario.json
- On the list since 5 September 2026, promoted by the run itself — promoted 2026-09-05: proposed on 3 consecutive runs, 5 platforms.
- Also counted as: lake-ontario
- Receipts:
  - Google News, 2026-10-19: [Ontario County rejects Trump's push to rename Lake Ontario 'Lake America' — Democrat and Chronicle](https://news.google.com/rss/articles/CBMixAFBVV95cUxOU3hsdURiWHp0V0RTYWx3akYyZlBRTDFocHlwQVNTbEhmUFQ5d1E3Ri1qOVA4RF9tSDRTdUpCZFhmUDhnTkNnb1BXNjRtV3lBUk81czM5MUZqeDdOS2hjcFQ2MWZZM2pfNEw4WWV3RVlZaGk3dTczaHVRanBFR2xQZTVoNHAxSkE2MElpS3FqM3E4OWdXSER4QVIxN3RVMGNSRUJzYVRadDJiWl9iaUg4bVNpV3l1WVVrZkgtdzlxaTVvcEs0?oc=5)
  - Google News, 2026-10-19: [Trump signs executive order renaming Lake Ontario to 'Lake America' - ABC News — ABC News - Breaking News, Latest News and Videos](https://news.google.com/rss/articles/CBMipAFBVV95cUxPQlBlQmpWSlZmeUdKc1o1OE1oZVZPZ29BamlFN09JQ2ZRakNVaHhBOXdvLXhNUVdnNlRpeGZFSDZGZVk1dUFTa24tVEk5WjJwcExib2EwU0pVQWtPYW9YVTA0azhlanFrcUNUWmY5R241SS1oclpjUk40MGNNY1p0RDJoWUdtR0kzNEtXV0lpLXhBM05Fb3k2VzZVXzE5VEZybEZlYdIBqgFBVV95cUxOTjFSRmJucGJvQVZtXzRRZkEyeFZpNEcxcnd6a1FYU0JWYnNFS0NkdW5DX20xdFdXbzRicS1seGJ4c3Rlc25iM3hWYlBsMHdNMmFLaW5IelBsc1M2dlYxd1M1TWJSZUNGcGNBY0VsYVgzaGs4djVSUXZndUZlZzJhbFFfYjdkNFF1SEdlSmZBSjlxLUFpeGhzZllmd2Nic0lETjFsY1l1aXk0QQ?oc=5)
  - Google News, 2026-10-19: [Ontario County rejects Trump's push to rename Lake Ontario 'Lake America' — Yahoo](https://news.google.com/rss/articles/CBMikgFBVV95cUxPdDVRZ21rc1o3VUtPVXUyOWdiUXplbEROR2dHWTU3aFNuR1l5S1FOdmFyWmpaVktuY1phdnJaVXRUcngzN3VpWmIycF9hZi1KM1JPTEhjTzFIdVo3ZlNYV0NqZ3RWcjhncjBpODQzTUV1SFBvMUtNZV9uRmhaVXhrRHJVNkxpdHhTUUVPRzFiMDhHZw?oc=5)
  - GitHub, 2026-10-18: [Khayoon/ontario-currents](https://github.com/Khayoon/ontario-currents)
  - Google News, 2026-10-17: [Lake Ontario – What’s In A Name? — Glasgow Guardian](https://news.google.com/rss/articles/CBMiekFVX3lxTE8tZFlwR05fc2hwSTJ6LXJYRWtFN0JLYTBvbldYYUtTNTNLYzFxNU1MLVo4elZUMENMY0FMZG04LWpEdFN5S0FkVnotX0I5dkgwNm5oRzVKRENtVFRaeENTWExiYWk0RmMxZ1VjWU1hVjRpeGJRcDZkOW1n?oc=5)
  - Google News, 2026-10-15: [This $14.5M manor sits on Lake Ontario and features 'resort-level amenities' — CP24](https://news.google.com/rss/articles/CBMivAFBVV95cUxNQzJfVmFBWG9oZEpXaW1vN3VrMDc5Z2dTTFlTcmxyVHowM2hPNzhfdTRXamxOZXNFYktGcFpXOVN5NUFwWE9abndzY3g3ZDJBSGxocWdua0tGcUdzenZqSlkyR3NxbElMM3hteXJlWFdVYzA4VWVNczlJT1lvbjBKWDd6TGNFT1FXMWpIZm5zZDlUNEZuUFBuUEhRbmtMdjFvaFRaZHhLOG90MnpRU01FLXZnU3lleW9Hdk5VNA?oc=5)
  - Google News, 2026-10-14: [Stephanie Gandulla on becoming the Lake Ontario National Marine Sanctuary’s first superintendent — WSYR](https://news.google.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?oc=5)
  - GitHub, 2026-10-14: [DahuiK/Capstone_2027](https://github.com/DahuiK/Capstone_2027)
  - Google News, 2026-10-09: [Lake Ontario name change a “distraction": environmental scientist — The Narwhal](https://news.google.com/rss/articles/CBMidEFVX3lxTE41aG10X1R6M0ZLNFBFd3dFTS1aQkRXZDd1OGJma19vX05aRXAtckliQXQyelJSRk5Cazl6RUNMN0pLS0xfME15NWhfS0RtVDUyV2lDNWFkeVN1SW5RZE8wcmhfT1pTRV9JOEZkX2R0RmRSTFJH?oc=5)
  - GitHub, 2026-10-08: [northernlitecamp-tribute/northernlitecamp-tribute.github.io](https://github.com/northernlitecamp-tribute/northernlitecamp-tribute.github.io)
  - GitHub, 2026-09-28: [drmoniquet/lake-ontario-a-poem](https://github.com/drmoniquet/lake-ontario-a-poem)
  - Google News, 2026-09-27: [CEO fired over viral photo of family in ‘Lake America’ sweatshirts — The Independent](https://news.google.com/rss/articles/CBMitgFBVV95cUxOYmJ4TEl1NmthaHh1Z0Q3cUFiSGtNRFlDS2pnWWVOVk4yb2RleWZqZXEwTlBrYkpWS2JOdGpHc1ZWVDV3YWtfM3FUY2ZNMUxtemhiVE03QlZSaEFSZlp6clNFZFFYQkk4M3UyQW5MMnRyT0FOZzV6ODJzV255TVYwX0NuZDJLTEV1dzE0NGpoLUNYM2oxRkh0TlJzOWkwMENnbmY1STNOYnZhYmR1c0ZQNXVVY0ZhUQ?oc=5)

### africa true

Rising: mentions in the last seven days run at 2.0× the pace of the three weeks before.

- Page: https://frankbueltge.de/trending/topics/africa-true/ · JSON: https://frankbueltge.de/trending/topics/africa-true.json
- On the list since 7 September 2026, promoted by the run itself — promoted 2026-09-07: proposed on 3 consecutive runs, 5 platforms.
- Also counted as: africa-true
- Receipts:
  - Google News, 2026-10-17: [UN Votes To Adopt New World Map To Reflect Africa's True Size (Africa/Global) 5/Sep/2026 Tunnel (rwyjUjnob1) — Unisba Media](https://news.google.com/rss/articles/CBMiZkFVX3lxTE1CeFNGQ1E2YUxMemdLQXM0ZnZGZHNWWU16MllUd2hoUDdBRzVjR21IMDRzaWlQUkNvRVR2bGRNRFhLbnk1cTVSMElGQ29xOVZZNUNROFk0R0ExTWdNaHpwVlVmbzloUQ?oc=5)
  - Google News, 2026-10-15: [The United Nations Votes To Adopt A New Map That Shows Africa's True Scale \| DW News Lane Hutson (J82f1l9043) — Unisba Media](https://news.google.com/rss/articles/CBMiggFBVV95cUxOM0lrZkFHZDhYRC1uVlJITkhTMFAyaklWbGhPd1hKVVFVbFpIekk2djYwNFFDeGJhWjAzNjVFMERZblNVUlVNLVFHLW5FSG1VUVBlcmx4cW1YOFRYU2Z3Vzk2QWV5Ukd5RFhEVE1lWnV3VVJUUFYtRnZCR0h3RzlaM1FB?oc=5)
  - Google News, 2026-10-15: [UN Votes To Promote Map Showing Africa’s 'True Size' \| 164 Country Backed Resolution, US Opposed Kartik Sharma (pNYtTWNGjy) — Unisba Media](https://news.google.com/rss/articles/CBMia0FVX3lxTFBRSFVvLW4xSXVYMFlJRUVoWVpaZmFMSWVURzJaTHpTc2wxUTZ1RFdBZjJlUHhuelJqV1JZRGUwWW9rTFRNUXE1R3pQUlg3R25MNWR4QnN3NFNlTGxQSkRxRnlsZUlMdW93eF9V?oc=5)
  - Google News, 2026-10-08: [US stands alone as UN backs map showing Africa’s true size — The Muslim News](https://news.google.com/rss/articles/CBMilwFBVV95cUxNYW9LVzJSQ1lfUVdLb25yU3A0TFMxSkg2bC1fYzRpRVJpYkxaWEpBTWt4U3p6Qi1zdGh0ZU9fS1FjRnY4eHd5VDNQYXFva3RZaHJ3anRhM2JCMV92ckZlYUVha1VGd2FlVU9GenFQYkJjVmxZTnBJOEZCcWZoQVVneEtlbVJKakYtcVlFMExnQkNKd0pwYWpN?oc=5)
  - Google News, 2026-10-05: [The Fight for a New Map Reflecting Africa’s True Size Challenges Centuries of Western Dominance — https://globalpost.com/](https://news.google.com/rss/articles/CBMiyAFBVV95cUxOVl9XU1pxZTY3WThqUS0wQXV1SmdBOGw5ZzJuNXJ4ODhDclAyalhEc3ZHRVJNOEFqYlVqYXFkc2JQODRLaGNzMkdQdC1mMkJPT2NpbVVSR1BORTBkdGtlR2k4bEZHSDZZRE1ycXpUTTNyTTJPbmJHU3NxcVFFTzlIdUpaOHF2MjVrTUM5RDNGTEhxYmhkLWMteE5zLUdheld2Q0U1XzRnWXBGQlRlcTRMSHJMd0hJZDhOdmhUVlFBQi1sbWlURUkxTw?oc=5)
  - Google News, 2026-10-03: [LIVE: UN Set To Adopt Historic Map Showing Africa’s True Size \| AC15 Man City (ePNxbOlfHT) — Unisba Media](https://news.google.com/rss/articles/CBMiigFBVV95cUxOcGw2TV9aeGRscEZxWDhubVR1TkxnRkE1SGdyV1hiTklaT19HaU5MMEJiTlhZZXdtd2ctblo4enByR2pkVElQT293SVRLeUpkdE9PRHYwajVLSVI4WFZoajVUZ1ZpS29DUDZrM183Z0VteUxDUEpSQTRPaFk3endKdl9sbW43RFRRMFE?oc=5)
  - Google News, 2026-09-24: [LIVE: UN Set To Adopt Historic Map Showing Africa’s True Size \| AC15 Police (bR3bwSO7pT) — Unisba Media](https://news.google.com/rss/articles/CBMia0FVX3lxTFBueHB0bXh1dVlRSEc3c2NSTFpFeDE0M09kUGplSWdOY3FPemlVVC1GbnZJUW1JcWdURk9xMGsxYkFOaEJUeW5zcXVDbl9ONnJyRXMxS3hKZzJUX1gyZzF3anFHdzNmM2VCLXFn?oc=5)
  - Google News, 2026-09-23: [US Votes Against UN Resolution Promoting Maps Reflecting Africa’s True Size — Black Agenda Report](https://news.google.com/rss/articles/CBMirAFBVV95cUxOM3dNQnNWeHl1TDRLSUNrTlgzRzdad0RFSjZiVF9CdDFGMjR4VGFGS19CMGkxb3hPQ0V6Q3U3c2xNRWEzcDl1bGs1YXdXRVlnN0p6Uzh6U2RjUjlHQTlQdFQ0Y29wMjZmckhGOElCVG1fRzVlSTY0OURHVjd2Vy1hNWR3REJScUFrUnpRenJmTUIyakxXaHY3VWZadEZfQW5KN0VxZEJNSVNhck1W?oc=5)

### claude code

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/claude-code/ · JSON: https://frankbueltge.de/trending/topics/claude-code.json
- On the list since 4 September 2026, promoted by the run itself — promoted 2026-09-04: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: claude-code
- Receipts:
  - Hacker News, 2026-10-19: [How to build a SaaS product with Claude Code](https://www.theaithinker.com/p/how-to-build-a-saas-product-with)
  - Hacker News, 2026-10-19: [Anthropic's Own Staff Can't Use Claude Code's 'Bypass Permissions' Mode](https://runtimewire.com/article/anthropic-s-own-staff-can-t-use-claude-code-s-bypass-permissions-mode-client-cod)
  - Hacker News, 2026-10-19: [Show HN: Verbs – pixel-art loops for each of Claude Code's 188 spinner verbs](https://ollie.md/verbs/)
  - Hacker News, 2026-10-19: [Tmux and Claude Code: Sessions, Send-Keys, and the Ceiling](https://crystl.dev/guides/tmux-for-ai-agents/)
  - Google News, 2026-10-19: [Claude Code AI agent caught a crypto miner hiding on a developer’s overheating Mac — XMRig task was hogging ‘about 1175% CPU, roughly 12 cores’ pushing temps to 112 degrees — Tom's Hardware](https://news.google.com/rss/articles/CBMizgJBVV95cUxQNzJ6dUptcVU2V3piZFVDTzk1elhxS2dyOTFsQThRcU9QeC1wTldQMmU1bE5aRkFBdVl3emdZS3JvVlJnTHItX3BTMFVORGZfQmluQnpRVUxtN3JjOTVId3ZxWmFnbDd6VlZaY3lJblRhbm1oX0o1UjI2ZFM5RGlQS05FSmtoZnpZVGhuekJWMW1iRjVEck1RbEhiQjQ2QWZSeFR2ZFF3aFNSeWM1ZFIxdjItcWVsbXk2SlhIb1NxSExtakpfdnZYT0lxa0VHVmRZTlREOXZXUHhqekVRN0FoT1k5MGdKOEd3Wl9veUJkWnY4VEtBU0M0dWdsVTNBYjdtb29Tb2FraExxTkF3VU1nTzNFNHdsWWcyV0lPdVp3bnJZYWtGUDNRNXItTEpJNzFYRFNSVUNxcDEzSm4zV1Q4LW02dU9EME0xU2FYOUtB?oc=5)
  - Google News, 2026-10-19: [Claude Code Agent Catches Crypto Miner Melting Down A Mac — The Mac Observer](https://news.google.com/rss/articles/CBMilgFBVV95cUxQMmYtMHB4c1pVRHdNb0x5dVN1RV9aczhjMkNpWjI3TThjdGtHTkVYbHljcGctekkweUJna2ttRXpVRTBDMjJXY1R0T2FBTkdnNHZ5VWFsQnRQZjhtRTRmTVBIS3FlTGFQVWs4QzNzcUhCV2pWVWg2RGk4a2Q3Nlg4MFNyeDRjM2V0WjBNek5mM2N0VXZuZkE?oc=5)
  - Google News, 2026-10-19: ["Everyone is way too conservative when using AI!" Head of Claude Code: My approach is far more ambitious. — 36Kr](https://news.google.com/rss/articles/CBMiU0FVX3lxTFBLLWMzUEZINmp0RlNselpGR21qbFBheGg4Rnl5aVp4dGJ6OXJQOE0xU3FkanBYWDhya1U2dS1FcFJlelZicVhvSlFuMXVGZHMxNmdB?oc=5)
  - Hacker News, 2026-10-18: [Torvalds use Claude for bottleneck fix, but race discovered](https://thenewstack.io/torvalds-claude-code-kernel/)
  - Hacker News, 2026-10-18: [Show HN: MeetCap – Free on-device meeting transcription your AI agent can run](https://meetcap.seacen.dev/)
  - Google News, 2026-10-18: [19-Year-Old Claims Claude Code Helped Turn $68 Into $750,000. Here's How — NDTV Profit](https://news.google.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?oc=5)
  - Google News, 2026-10-18: [This free, open-source tool beats Claude Code, Codex, and Antigravity at their own game, and I'm not looking back — MakeUseOf](https://news.google.com/rss/articles/CBMinAFBVV95cUxPWWEzMmU1emhNU3NOS3hLdE1QWVFJYkIzZGIzS3JRUGdTMjBvRFk4Q2NCWTNScDlvOWVDUjJQQ0FPZlFleDdDNG0tUzNabXB0OHV4OXRKa3lxRjNuRUxrZWdjeTJoVW9xRWIydEtWc1ZXUERVVHM1cS1CbUhGZGVPdWdnbWFHOUFGZURDbjhFZlowTmZocGxlQ3VkRUI?oc=5)
  - Google News, 2026-10-18: [Claude Code Plugins Go Official at v2.1.302 [2026] — https://tech-insider.org/](https://news.google.com/rss/articles/CBMihgFBVV95cUxPUlFvSEladUVkZFRkUmY4ZUJENGNSclF1ejRENThnYU9FS291c243clpHTlNpNHloemREeHJVSm9QSE9wRDU0UXZ1eEhKNnlheFNEeHFrM2MwdkJxc1ZuNzV0MjZYN2xBWG1SZXk0RmtsWldlbzZQOVhTOTBSSUplNW1jMHRkUQ?oc=5)

### coding agents

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/coding-agents/ · JSON: https://frankbueltge.de/trending/topics/coding-agents.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); three platforms, ratio 0.71 — a fading arc.
- Also counted as: coding agent, AI coding agent, AI coding agents
- Receipts:
  - Hacker News, 2026-10-19: [Ask HN: How do you cap what your coding agents can spend?](https://news.ycombinator.com/item?id=50149426)
  - Hacker News, 2026-10-19: [Start with Your Coding Agents](https://grokking.agency/posts/building-agents-with-agents-part-1/)
  - Hacker News, 2026-10-19: [Show HN: OpenFilm – Turn any coding agent into a video editor](https://github.com/openfilm/openfilm)
  - Google News, 2026-10-19: [Vibe Coding Spotlight: The Best Coding Agents — devmio](https://news.google.com/rss/articles/CBMigwFBVV95cUxQZHFKZTMzWjFpbmhWZWRERGxld2ctdnhrN1BDLTRnQnNBZF8tY3Z2R1ppVWdxN1RPTG03VGRPRkhzRVY2UlB1MzlmQ29ZN092ZGRXNjdlYmNCYlRmdHZmc0N3VHZkdzdfV0hZTUllT1BmdERHdWNKSEhrRDFYTkloSkZvYw?oc=5)
  - GitHub, 2026-10-19: [AntoGA/agents-contract](https://github.com/AntoGA/agents-contract)
  - Hacker News, 2026-10-18: [Show HN: Sphinx – A hook that quizzes you on your AI's code before shipping](https://sphinx-six-theta.vercel.app/)
  - Hacker News, 2026-10-18: [Coding Agents Build For The Grader They Imagine, Not The User](https://joinhandshake.com/research/ai/deepswe-reward-hacking/)
  - Hacker News, 2026-10-18: [Lazyagents – Lazygit for AI coding agents](https://github.com/rogeriojunior31/lazyagents)
  - Google News, 2026-10-18: [BAND Debuts AI Agent Hub as Hy Memory Syncs 10 Tools [2026] — https://tech-insider.org/](https://news.google.com/rss/articles/CBMigwFBVV95cUxQOEo2eFg5Rlg1YTNYS21udGg3YURONnlVaVBHT2tTbXBfUW82NHI0d0xVZFlwUWNicl9feFpxYmxXX0FwVV95VnZXMkd6TmRlRzZud25PNy0wODJCT3ZSR2xtclJmZ25IOHdsR2cwU3pTVm9CcmM3X0dFZDl4SmRuM0thOA?oc=5)
  - GitHub, 2026-10-18: [paulmil11/decks](https://github.com/paulmil11/decks)
  - GitHub, 2026-10-18: [alchaincyf/huashu-motion](https://github.com/alchaincyf/huashu-motion)
  - Google News, 2026-10-16: [Band launches desktop app for developer collaboration and control of multiple AI coding agents — SiliconANGLE](https://news.google.com/rss/articles/CBMiywFBVV95cUxPcGFtVDBPQ19aRnlhWVUwekJOaDBkbmJwdzlPQmQ2cHJDbDFsOWxBNGJHcTFLVlQ5bU1XdlBhdjhZODJRUDNWVnNOdHNGU0puNFM2NzN3LTNjcHNBc3BXXy1mbmgtQXVudkdOTHNJN2FzU25IU3k4UlJIMVdabDZPZGpudjhtTklxNEZlcGdYTUhGMnI4WFVDRERlUXBzRjgwMDQtWlBLMDhHRTdnYldRT0kxRU9GQlZWVG1SWlppVU5nT1ZHVWlDSE00UQ?oc=5)

### MCP server

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/mcp-server/ · JSON: https://frankbueltge.de/trending/topics/mcp-server.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: the open protocol by which a machine reaches tools and data.
- Also counted as: model context protocol
- Receipts:
  - Hacker News, 2026-10-19: [Show HN: A free MCP server for facts LLMs get wrong (time zones, holidays, FX)](https://apistack.online/mcp)
  - Google News, 2026-10-19: [FXC Intelligence launches MCP server on AWS — The Paypers](https://news.google.com/rss/articles/CBMipwFBVV95cUxQcDVLQlRRNzl5ODkyUzhiaDdITXY0MXpFVjBpNDRSM3ZMYkxiUlpVMXg4eFVRVUhVdTdueTJXaC1qWkEwdGQ2b1NFNlVOWVVLYmhLTUt6U1BDb0Q3SUU5aDhFNUxndHAydFd2SERYQmk0a2FtZWF1d21Od05xeHBIZFBwT0d4UmJscTRvX3h5aEpEdHlSS0lxOTdjRDMyTEhLRmlFb1JyUQ?oc=5)
  - Google News, 2026-10-19: [Front's MCP Server Enhances AI Workflows — Dynamic Business](https://news.google.com/rss/articles/CBMiigFBVV95cUxPXzZwdVpnVXM5TEVQd2Q5VGFsaHBxeFFwSFpfV3E2ejJ3aXl1N2ZFVTNXcWdKTmRYLXZuUDlMYkhLcV9IZHlJUHk2TURmYzFkektlUXhhcURqZHg1Zl9iems4b1UzVjdQbHBvdE9pUGFJdkcyY3lPTVlBY3ZVX1NISk92eW1Idkhoa1E?oc=5)
  - Google News, 2026-10-19: [MedaSystems Launches MCP Server in Beta, Bringing Expanded Access Program Data to AI Assistants — itemonline.com](https://news.google.com/rss/articles/CBMigAJBVV95cUxQME02MDF6X205Y1VzWDY5dEp1bDUtR2UyVzg4MG4yamxYblA5bDJ1QVJEbWxxdi1HUlgxeWVDSnJKa0dZSjU5N0twWUdLczR2cEFrMDNIa3FqUkpTaEZIUWV5N3JNX2lFTkpfM2VIbWs3eHllaGlaMlY2WUcwSldPeHA4VlJCQVEyNmR4T2lvbnhHSlQtc1lTeWt2U1EtVzdSTk1lOWoxMk5VckJIU0pWTGFLcEJlVDgtOEtGVFM0QXpPUnlMTFU1Qk9fV0t2enAzdmZGbDE3YkVDX0lFTTh6dy1zZC1xLS14T0g1SVNyMTl2bjdYSW9PYUZwcE5VZ0hp?oc=5)
  - Google News, 2026-10-19: [Timeero Launches MCP Server to Bring Workforce Data Into AI Assistants — The Globe and Mail](https://news.google.com/rss/articles/CBMi7AFBVV95cUxONFRRcmR3Zm83ZWVzZk96dWZaTlpBWWpzSnZWemRlajItem1WNWR4R1k1dENtdDRHaExNMVctMjZ3REtlOXlWenRQekJPdnJfT0h0UFVqWFl5QzdMc1VzSjZUVThPZUttQkljVk1PTlNuckVETVVWRzZtZzBBeHdYZ2VaM0kxZ3Q4UTdsUXM0enpFMEdrRVBuVTRIU1ZsZlRCRlMyN0N6bzZXNVNuYTgxakxxUkkzcTBiRjlJVWJ2XzJ0ZGp6WEducUZFN2czUzgtMXRBald1UmwyUU9CclV4YV9nQlhyVWZuSzljNg?oc=5)
  - Google News, 2026-10-19: [MedaSystems Launches MCP Server in Beta, Bringing Expanded Access Program Data to AI Assistants — Business Wire](https://news.google.com/rss/articles/CBMi5gFBVV95cUxQQlM5VE5ZLUpqSmtIampzeElUZTFFRUh2RkpfTHNvNFFkU0daWDlkTHQ0WXNoSG92Z05LYkFCTjZ6YklYSkpmZVVOd2dUd05nMkRwU1pObnU3TUlpRTZ5S19oSGVYN3U4YTJBY1NMemMxdm03bHNhVXpUdWUtc3E0STQ3anBsVzY4M2RqS0VaQWt2bDkwdjBKbWF6b3B6dTljOHBodFcxNlNRVmh2ckgxOTRJSkFicFhjdjlwRTNGamoyQWY0RWotNGNjaUNaVU5EdTZOU0RPREV0NEtBSTd0NGltX29IUQ?oc=5)
  - GitHub, 2026-10-19: [zigansh1n/imnotarobot](https://github.com/zigansh1n/imnotarobot)
  - Hacker News, 2026-10-18: [Show HN: MCPX – MCP server directory scanning for tool poisoning, leaked keys](https://www.mcpx.digital/)
  - Hacker News, 2026-10-18: [Show HN: TaskPocket, a to-do app with an MCP server instead of built-in AI](https://taskpocket.io/)
  - Hacker News, 2026-10-18: [Tkmd – A local CLI task manager and MCP server with AI agent review gates`](https://github.com/ktreharrison/tkmd)
  - Google News, 2026-10-18: [Your Home MCP Server Is Probably Unsecured — And the Protocol’s Own Maker Calls the Flaw ‘By Design’ — Forkast News](https://news.google.com/rss/articles/CBMiuAFBVV95cUxNMWFyZ2F4LXVxa25Ya2VKeGJtZGZ2WkFkVlh0TnZDTmsxZUJVX3R5RFJvVmNBUGtpYTJ2TU9zZFRvcmNCb2RldmhkTW5vSkZXR2tyV0lJWkdiZ3c2Q0JHcy1oM3Z5dTFqN05mTk1wNU9kVktPa2NwSExlMzQzbDJyZWhCNWxFYnpsSmtqRmhWdGZsdTdwRFRGRml4YWtIeEl5bTNKUjg1Mzd2T1hzdjVJcjBVcFVGTkxG?oc=5)
  - GitHub, 2026-10-18: [finereli/whatsapp-mcp](https://github.com/finereli/whatsapp-mcp)

### self-improving agents

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/self-improving-agents/ · JSON: https://frankbueltge.de/trending/topics/self-improving-agents.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); Hacker News + arXiv, ratio 5.71.
- Also counted as: self-improving, self improving, self-improving agent
- Receipts:
  - GitHub, 2026-10-18: [simin-yuan/authority-chain](https://github.com/simin-yuan/authority-chain)
  - GitHub, 2026-10-18: [sakurai25/self-improving-agents](https://github.com/sakurai25/self-improving-agents)
  - GitHub, 2026-10-18: [sakura3904/self-improving-agents](https://github.com/sakura3904/self-improving-agents)
  - GitHub, 2026-10-18: [gemquota/sunset](https://github.com/gemquota/sunset)
  - GitHub, 2026-10-18: [ayse31/self-improving-agents](https://github.com/ayse31/self-improving-agents)
  - GitHub, 2026-10-18: [alexandrevilain/ha-hermes-addon](https://github.com/alexandrevilain/ha-hermes-addon)
  - Hacker News, 2026-10-17: [Apple releases RSI-Inference: evaluating agents for self-improving LLM inference](https://twitter.com/onloglogn/status/2111170954944823685)
  - Google News, 2026-10-16: [Eight states sue OpenAI over ChatGPT, seek curbs on self-improving AI — BetaNews](https://news.google.com/rss/articles/CBMib0FVX3lxTE44TTZxU3djb2tOSUNBemVBVUhENzVORVdYTTFYRzV6TWtFb21hZ0M2Y1FuSlhDdEs3MkstdVdEeVl6a3R1ZXl2SHR1RkpqRVlNX1pJZ2d2ekdRZmpDOWMtbzNocnZpM2VTQVc1Ty1pcw?oc=5)
  - Hacker News, 2026-10-15: [Toward a Self-Improving Agentic Code Review Loop](https://www.robinwieruch.de/agentic-code-review-loop/)
  - Hacker News, 2026-10-15: [Winning ClickBench with self-improving agent fleet](https://intentlab.ai/blog/an-agent-fleet-on-clickbench)
  - Hacker News, 2026-10-15: [Build Self-Improving AI Agents with Temporal and Oodle](https://blog.oodle.ai/self-improving-agent-loops/)
  - Google News, 2026-10-15: [Sergey Brin Says Google's AI Is Entering a Self-Improving 'Flywheel' — BigGo Finance](https://news.google.com/rss/articles/CBMidkFVX3lxTE9pRnhIc3dRUDhBazN5OWNrNFdpTnN0Q29BZmdwYWpvSGZGNDBHNHRaVEZiNGoxVWRxNXBlUVBKeUZELUtLQl9zekQyME1MaWJ1U2Ewak5DLTdIMTRoaldURWNpMnBOZmVZTnFjcWxqdHlqVDk5eXc?oc=5)

### self hosted

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/self-hosted/ · JSON: https://frankbueltge.de/trending/topics/self-hosted.json
- On the list since 4 September 2026, promoted by the run itself — promoted 2026-09-04: proposed on 3 consecutive runs, 3 platforms.
- Also counted as: self-hosted
- Receipts:
  - Hacker News, 2026-10-19: [Show HN: Tailgate – easy self hosted Tailscale](https://tailgate.latchlabs.dev/)
  - Hacker News, 2026-10-19: [OneMemory – self-hosted shared memory for all your AI agents (Docker one-liner)](https://github.com/calasdan-sketch/onememory)
  - Hacker News, 2026-10-19: [Rbit – fast, self hosted Git in a single Rust binary](https://github.com/GitRbit/rbit)
  - Google News, 2026-10-19: [Developers Push for Self-Hosted LLM Proxies to Gain Real Observability — news.lavx.hu](https://news.google.com/rss/articles/CBMioAFBVV95cUxNYTA5WHFHNXBTSWtVSGtaUnhjQU5JSnk2ZFpVQncyVi1aNFdEWmZ6TEdmNnQ2SXZlZGRTMlgxLUNzLXZnYVZ3T2dUa2d2ZEp3V3dwQzFvNy1rTmJyTTVSQVZfd3pMa2FMUUFEZWw4Z0RueEtlby1QWlQ3Qmljbk0tVHRlOUxZS2RpWXJEUkM1c2hUSUtpVUpDNk5CLTRDUTla?oc=5)
  - Hacker News, 2026-10-18: [Self-hosted workspace where notes, tasks and AI chats are all items](https://github.com/sianachi/nixsites)
  - Hacker News, 2026-10-18: [Just Dashboard – Self Hosted. Deploy Apps / Databases. A Dashboardfor Everything](https://github.com/JustDashboard/Just-Dashboard)
  - Hacker News, 2026-10-17: [It's time to make your own RSS reader](https://tailscale.com/blog/self-hosted-rss-reader-freshrss)
  - GitHub, 2026-10-17: [justxor/deepseek-local-guide-ru](https://github.com/justxor/deepseek-local-guide-ru)
  - Google News, 2026-10-16: [Introducing ZimaOS 1.8: Bringing a Design-Led Self-Hosted Photo Library — The Malaysian Reserve](https://news.google.com/rss/articles/CBMiugFBVV95cUxQTG1UQktZVk5sS3FiLVh4d3FaQWJyOXVLN3k4MVhVazhXUEEyOTJZajBocUV2dFB2UmFVMXdVM2NWTm1QdjVEYTF2OHlWUDNxUUVHM1RYR0o2VXA5Z3BWbDZ5Wkg2bTFGZ1dXSUdHS29sUU9EMUY4YUFLSHdUWXM3aUNrekRpZHhzcG9HT1FfeTJiZUI3NUVHbV9lazM0QThCZl9uZ1hZMVdscjh1SC1fRGVTcEw3TGFVaFE?oc=5)
  - Google News, 2026-10-16: [IBM Introduces Self-Hosted Deployment for IBM Bob to Help Enterprises Advance AI Sovereignty and Governance — Kentucky Today](https://news.google.com/rss/articles/CBMisAJBVV95cUxPSnQ2emJOMkRQeEdOSG9QQkRkYWpIdlJTaTFiMFJVc29OVEJ3eVUyMGh5N2NwcU43U0phY1pfRTlkN244ZldUNERZVXdWT0JCYUFTUXRDd1pBMUc0cTVoTjB5S2daOUM0LW9UbWtkWWxMNDN1cC1wVUhUNlBad3hobExnT1VTT0tTUHdTNGlGbkg1MUwxLTZzX2V2aGlwU0E2eEFFcTZocUF4YjdDN09RdUtOT2NYM0NPT1dsN2h5SDdNdEliZEV3UmlleEpXOGNHRHRmd1BuVFM0Y3IzWHp0VDVlQ0lSbXhyNkRoU1o2UFIybmV6VnB4VVVIemY3VFh6MXh3XzgxTzFlSHdGYUl5WmgyZjUyUURua3VaN3hSWUhWV3ZaTnVlWHU3Z3BNZkdX?oc=5)
  - Google News, 2026-10-16: [Introducing ZimaOS 1.8: Bringing a Design-Led Self-Hosted Photo Library — Yahoo Finance](https://news.google.com/rss/articles/CBMilwFBVV95cUxNb095bXJUOUQxYnhkWVRRVms0Q1VUaTRhLUlZZ2JqbklVT01pbUxiZUxKTWZsSzFlZFJnSkxxaUliZHAwd3N0Q01CM2F3QlE0RmloRWpqbE55ZlZ3d0UtYU1NUUQyTkVNVFFvM3VrRHloYkJ4cGdNX050Z080V3pEd2Z4QUpma05pZWMzeFBPYVliakh0UUk4?oc=5)
  - GitHub, 2026-10-16: [joelhooks/alchemy-celld](https://github.com/joelhooks/alchemy-celld)

### world model

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/world-model/ · JSON: https://frankbueltge.de/trending/topics/world-model.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: systems that learn a simulator of their surroundings rather than a mapping of text.
- Also counted as: world models
- Receipts:
  - Google News, 2026-10-19: [NanoTech Launches Roovie, a Physics-Based World Model for Every Building — Business Wire](https://news.google.com/rss/articles/CBMixwFBVV95cUxPVUwzRm82RlI0cldYZi1rVEowb0tQT1lCUjZRWFFGa1h0OUJCS1c5Tm1hSWVPdzBHNXRyNGo2dGh6Ymp5S1p6ZVNOeHZCOWR1S3lxeDh1MHVzM0wweWdKalhaemtDR1kzTjNEemZCRDNWUEZJMWZYRDV0YklhbGo2ZXlOX1hFb2F3WVlrS2U1TnNfam1aSTZNMnpiMjVaT21TbHpoSC1GWUl3UFlMajJRMmJRWkR3dnBGRG1iQUJkOGl3d0FpY01N?oc=5)
  - Google News, 2026-10-19: [X-Humanoid Sets Out Its Roadmap for a Unified Embodied Model and Self-Evolving Robot Policies — Pandaily](https://news.google.com/rss/articles/CBMitwFBVV95cUxQZUVtUllCektXa1dUMHVUOVIwRWs0a21ySmJlYWxkUGVlMFRvREJiYWJmNmhMZGs3RzVFc1pCOHlWUzNzQzJ0bENqUVE5cGkwbUxmNk9RTEJqRDVOR2VaWjR2LVZyZ29rdGpwMUpueHRnck4zeGZzRHRrTHNWdGhTbHFTUE5kZmt0cTlsVzJkYkx1Zk80MENKUDhncXNiMm9QWWJLUW9mNWdoaV9wVmxseU1NRmp5UzQ?oc=5)
  - Google News, 2026-10-19: [Beijing Key Laboratory of General World Models Inaugurated — International Web Portal of Beijing](https://news.google.com/rss/articles/CBMikwFBVV95cUxPbW9xc2QxOFBrVVN1blZQZ2k1anRxdXAwSGRkR3lxN1A0NmFDWFlIMEdzejJnUlZKSjFGaTFKZFZqVERwR0lxcmpiOFNRNHZONEN2OWE5bkhicGdfSzVyNE1CYnk1NUZlR3dYNEFhNmgwN29uNmJyZmNlWnRyRmhKRmNmbEs2cnpsRXNoMDZDb2k4ckU?oc=5)
  - Google News, 2026-10-19: [NanoTech Launches Roovie, a Physics-Based World Model for Every Building — The Joplin Globe](https://news.google.com/rss/articles/CBMihAJBVV95cUxPQjl2TmJYSllNQXNrVDFXU0tYVldDNG9tNlZCbGU3T2tfLU9mbVRDYUlmNWd0dnk3dzlGMUpiRUlIMkNiLXJJSjNFdFJQNklhUmNXa3ZiZndEUGRGckNaeXJYOENmVGNpTnUyZGNpdURuM01wREMwWWpkRnN6SnY2VTFITEZhVmNQM0pGWFZvdXNBM2hobW50Vm9fVzQxR3RQZTJ3S3BJbW9tbVNHcHhhRUlSb1hHb2V1TjNyOGRYUmE2YkRMTE5fOVFURGpKRmFOUTJ1b0hMU1hPVDAxTUZZcXp4dkRuRmJvMjV3RmZzZ2FGYWFKc1ZDX2dLaHJhVVYwemxWTw?oc=5)
  - GitHub, 2026-10-19: [alexander-brady/gpc](https://github.com/alexander-brady/gpc)
  - Hacker News, 2026-10-18: [We placed the fruit fly brain inside Odyssey-3, a frontier world model](https://twitter.com/odysseyml/status/2111589148146749616)
  - Google News, 2026-10-18: [Odyssey Drops a Fruit Fly Brain Into Its World Model and Lets It Fly — Glitchwire](https://news.google.com/rss/articles/CBMingFBVV95cUxOc0xZVmItMExYX0V6b19uaFBqZ1B6clVZaXRuUV95R1VrdmhZTk5qM01SczlZS2lOUldHckFkSFJ5QjF3TW5zMV82aUg5Slhwc09QQVptdGx5X2EwNGFRdW5GWGxfSkJobFdTSWVHTlZuUnIzNzk5Rnc3NlNCVHNGandMOVdzQ2pmakcyYkllc3hacXU4UXlPaDMyQWRaZw?oc=5)
  - Google News, 2026-10-18: [AMD Buys Fei-Fei Li's World Labs for $8.2 Billion to Chase World Models — Startup Fortune](https://news.google.com/rss/articles/CBMinAFBVV95cUxObE1PUHI3cXU0QVMzX3NtS3BIc1lUSTkzb2R6VXM2N2xvV0RiZWU1TXNxb21qQU9BOEtNejUtajEyd2YxR25pM1phUVA1WFJVSUs5S0REV2xzUzdJaFdQNl9BRzgwUm9sdWhUQXNwc1BaU1lvZXlEOUk2Z2hsQU9pSmR5ZUItV19BeUlqeDMxclJHSk5GOHNpeW1DZ3Q?oc=5)
  - GitHub, 2026-10-18: [Zhao-Yian/Frechet_Forcing](https://github.com/Zhao-Yian/Frechet_Forcing)
  - GitHub, 2026-10-17: [Ropedia/ropedia-w0](https://github.com/Ropedia/ropedia-w0)
  - GitHub, 2026-10-16: [robbyant-research/PPMem](https://github.com/robbyant-research/PPMem)
  - GitHub, 2026-10-15: [nolie-rolie/contact-uan](https://github.com/nolie-rolie/contact-uan)

### hugging face

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/hugging-face/ · JSON: https://frankbueltge.de/trending/topics/hugging-face.json
- On the list since 7 September 2026, promoted by the run itself — promoted 2026-09-07: proposed on 3 consecutive runs, 5 platforms.
- Also counted as: hugging-face
- Receipts:
  - GitHub, 2026-10-19: [ZiqiWang-Zoe/ai-attention-tracker](https://github.com/ZiqiWang-Zoe/ai-attention-tracker)
  - Hacker News, 2026-10-18: [Hugging Face Pricing 2026: Complete Cost Guide (Free Tier and Paid Plans)](https://www.metacto.com/blogs/the-true-cost-of-hugging-face-a-guide-to-pricing-and-integration)
  - GitHub, 2026-10-18: [h9-tec/model-family-tree](https://github.com/h9-tec/model-family-tree)
  - GitHub, 2026-10-18: [georgeguimaraes/transmuter](https://github.com/georgeguimaraes/transmuter)
  - GitHub, 2026-10-18: [Intempus-Inc/space-proxy](https://github.com/Intempus-Inc/space-proxy)
  - GitHub, 2026-10-17: [songys/cjk-resource-analysis](https://github.com/songys/cjk-resource-analysis)
  - GitHub, 2026-10-17: [02-Yuvraj/PDF-RAG-Assistant](https://github.com/02-Yuvraj/PDF-RAG-Assistant)
  - Hacker News, 2026-10-16: [Reflection AI Launches Beam, Now on Hugging Face](https://huggingface.co/reflection)
  - Google News, 2026-10-16: [Hugging Face Breach Raises Big Questions About AI Security Controls — Dark Reading](https://news.google.com/rss/articles/CBMimgFBVV95cUxPZGNZNGdGUHRkemtNcmxUZ01ZTE9zOTNiZ2thTWU4Z1ZrWWNhQjJwRzBxdE9fSmQ5dnBDcWZEaWJfRzJKVnkxUW1qYUp2b3RjNmhRQ18zci03RUs1cjhNWUQxUTBnZmQzQTNVcGF6R0RzNU1TRVZHSzE3dDNMcUcxS3NVNHdWYWJzYy03aWxhRG51S2xBQkc4ajV3?oc=5)
  - Google News, 2026-10-16: [OpenAI–Hugging Face breach is a great example of how 'potent' these AI models are, says Cohere CEO — CNBC](https://news.google.com/rss/articles/CBMi1AFBVV95cUxOd0x1RGVkZFl3dDgteFlzSGt1cS1xei1XMndzX0lxNHBiSzdvclVtdTNwSkFzdkgwQnVFRFZDT191WTBLMDNvSURDdmRWU2dyOXgtYlo5SUREenhSSVVvUGRVWGtxQ2M1bGk2OHIxRjBIYm9nTTJGQTZmSS1DWE9sbzhOckdDdXFMeHdGQmNjVTRaN2FveWZQU2dyT2R1T2psZG5QRFIyY2ZzaDBfd2lFamk3MFFzX213MmZyaWFsYmtwUFJtenlkVjR3N3AtTXRPelNZbg?oc=5)
  - Hacker News, 2026-10-15: [Reproducing the Hugging Face Incident, Part I](https://www.abundant.ai/blog/hugging-face-incident-part-1/)
  - Google News, 2026-10-15: [Mace Ai founders on what OpenAI's Hugging Face breach means for businesses — TheStreet](https://news.google.com/rss/articles/CBMiygFBVV95cUxPd0wtTndPYVVDejktcEs4dEd1Y1A5WlNBeF9IN2t2dWJScFFvQmtrdG9UX1I0eEpiWXpWR1JyQTdRVnZ0dThDQUZ1a3doVVpxU0w1TXY3ZWZ2N0dRbDFqSTNBU1B1MUJpcFIyYnRtdjh4RllVQjZucEJNckpibl96WHJhQkwxREtHUF85b2JnQkstdXkyUzNCNjNPbFBEamxEVlYwSlFHdlFUS01MVkY1QXNONW9RQ3Nmc2djeE9UTmlTSkNiNVdpOHZ3?oc=5)

### knowledge graph

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/knowledge-graph/ · JSON: https://frankbueltge.de/trending/topics/knowledge-graph.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: an older idea returning as the grounding layer under retrieval.
- Also counted as: knowledge graphs
- Wikipedia: https://en.wikipedia.org/wiki/Knowledge_graph
- Receipts:
  - Google News, 2026-10-19: [Franz Inc. Announces AllegroGraph 9.1 with GraphTalker 2.0, Advancing Context-Aware AI for Enterprise Knowledge Graphs — EIN News](https://news.google.com/rss/articles/CBMi8AFBVV95cUxNOVZKVTBYN2ZaQlJ6WmRlSVgyNHB6dUFYTG5uVGhOSGQ4Yk5jRlQ1WUZIaG03dEh2MTFwa1VsSUZfQktyM3c0LTFmUDZKTXRyY2FLX0IyakxveVBMa0RzUVFSWVFibnltamcxZ3ZPT1pHMnNoY2E5elZHcHlYNUNmT1RIX3dGbTk5aW85dzRVeC1Cc1htVnVaNFhqREpYUzRKbnc0ajhTODk0VTRsTE5aZ1BQOUVHbWVMY05ZcDJoeFIwejJYcmd3YkoxRGZKVDk1U0RvdjZab1ZUSFd1ajZ1dTlIdXVINVhnempsNWp1NEM?oc=5)
  - Hacker News, 2026-10-18: [Show HN: Rubi – A knowledge graph that cuts how much Claude Code re-reads](https://github.com/YURIBEDRAN/rubi)
  - GitHub, 2026-10-18: [manish11111111/movielens-knowledge-graph](https://github.com/manish11111111/movielens-knowledge-graph)
  - GitHub, 2026-10-18: [isha-arjun/Ideavanta](https://github.com/isha-arjun/Ideavanta)
  - GitHub, 2026-10-18: [AgilePemdigi-2026/sage](https://github.com/AgilePemdigi-2026/sage)
  - Google News, 2026-10-17: [AI Learns to Play the Accordion by Encoding Music Theory into a Knowledge Graph — Bioengineer.org](https://news.google.com/rss/articles/CBMipwFBVV95cUxNWHZuemM5NXZhTEs2Tm9iZ3FFbXpjT1RhOFY0Z2RneDhXbW9JWUs2M3FFLVNlR1VjVkVwVnVlcmFCN2NYOTRMNDRUZzNRdTBuZzU2THF3ZjFHb1JvR3J3U1VEM2o2QTRZanVQWEd5Snl1dXY3RENGVkZnTU4zQWlhZVA0ZURqbTR6a2k1aVcxSnFPWmN6bzRFSTVscVNoSGNJalJVNmU2bw?oc=5)
  - Google News, 2026-10-17: [AI Knowledge Graph Matches University Curricula to Real-World Job Skills — Bioengineer.org](https://news.google.com/rss/articles/CBMingFBVV95cUxQclMxSHBjemdmUkpLQnVxemxoZHoxbnNIWlNETm1uYk1DMFkydGl6RTc3eWx6Tlk0ZGpRUGV2MXRzS0RnTUhwcVRTOTdYZ1JwR1pLcVhybE9lTVM4eWY1NzJLZW9zSmxoNnhZUUlhSlNiN0ROcUgwSDFRLXBWamZYdGJLdnMzSGFEVnB1bjJYUTFnSFQ5bTVzc19vMW1hdw?oc=5)
  - GitHub, 2026-10-17: [eldeucebag/Memento](https://github.com/eldeucebag/Memento)
  - Google News, 2026-10-16: [Video: Going Meta S04E01 – a Series on Semantics, Knowledge Graphs and All Things AI — Neo4j](https://news.google.com/rss/articles/CBMiogFBVV95cUxNRll1emV6ZWtpM0JlekdkVGh1M092UmZfTjNJb1lzbmRVX0dPU1Q4LURuZkFzOTJ4Qm1RZzNzT214WG1Xd1RLT3VWdXYxdnRCNE9RQmlkcUpJQ1lFMHU4LUp4bUZRamdzalZBOXZJNU95alNJeTNKUHJfeEd1RUNWYk53T1pWaHRpaU52em5pd2lFWVlEeGJseUtqNTRjci1LSnc?oc=5)
  - Google News, 2026-10-16: [Knowledge graphs ground agentic AI at Raymond James — SiliconANGLE](https://news.google.com/rss/articles/CBMimAFBVV95cUxQaC1zTGxmWjd4dkczczFWWXY4U3otN2FPZ296OFF2NGhvbS02c0VNMzF0SWlzcUIxMjlTRWVockhWQVJvVnRDRkVUUjRWaVlrTDlLT0dfMWZHaUFXM3JpeHo4VC13RFhBZTBCTlRKTnJXem1KRE1XdVBrQTBQN2hadnJmOTFfN3Y1RHV5NVI0QXQ0SHBpTHRuaw?oc=5)
  - GitHub, 2026-10-16: [bshravancmu/knowledge-graphs](https://github.com/bshravancmu/knowledge-graphs)
  - Google News, 2026-10-15: [Have Knowledge Graphs Fallen Out Of Favor With AI Builders? — TV News Check](https://news.google.com/rss/articles/CBMimgFBVV95cUxNdXVuU0wteU9Vb3lMeW1vS19JLTRyZmVxVThXRGs5WUQ2aW5pVEFlSjYxejJtbldrOEZQVWUtN2xkNUI3VGw1T3NwMzJsZjNYMHF4Yi1IX0FlcEhlTzJnSTBsOFdpVW1uTHAzd0tmZW9saGp2a1ZkWUFCSkowYldJVW44NnBmNGpPNy16bnlEeEFJUkR3UmlTMEJn?oc=5)

### agent memory

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/agent-memory/ · JSON: https://frankbueltge.de/trending/topics/agent-memory.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); three platforms, ratio 1.71.
- Also counted as: agent memory, memory for agents
- Receipts:
  - Hacker News, 2026-10-19: [How are you measuring your agent's memory layer?](https://www.memstrata.dev/)
  - GitHub, 2026-10-19: [Erikdai/shardmemo](https://github.com/Erikdai/shardmemo)
  - Google News, 2026-10-18: [LangChain CEO Says Agent Memory Is Still Super Early — FourWeekMBA](https://news.google.com/rss/articles/CBMihwFBVV95cUxNUmkwYW0zSDl4TEhjTWxBMzNvQWpvVG9iV19xV2Z5MGdwWUc0a0Izc080dG5yUlRsZlo0VWk3MVREUzlSa1dsUlczMjF4Y3FWOEJNbTBBWDBVdTRqbXVReGp2b0tuclU4UmFZSzEtNHN5X3AwNktYV2RQT0ZhSGx2N2tXd0tXYm8?oc=5)
  - GitHub, 2026-10-18: [hsuanshao/AgentMemory](https://github.com/hsuanshao/AgentMemory)
  - GitHub, 2026-10-18: [Pikasphere/dsh-agent-memory](https://github.com/Pikasphere/dsh-agent-memory)
  - GitHub, 2026-10-18: [Amir-stu/agent-memory-context-engineering](https://github.com/Amir-stu/agent-memory-context-engineering)
  - Hacker News, 2026-10-17: [EPGM: Execution Provenance for Budgeted Agent Memory Retrieval](https://arxiv.org/abs/2609.25913)
  - GitHub, 2026-10-17: [roy2392/company-brain-azure](https://github.com/roy2392/company-brain-azure)
  - GitHub, 2026-10-17: [OhovoTech/ai-llm-agent-memory-agent-memory-forgetting-ohovo-go](https://github.com/OhovoTech/ai-llm-agent-memory-agent-memory-forgetting-ohovo-go)
  - Hacker News, 2026-10-16: [Give Your Python Agent Memory in Ten Lines](https://memanto.ai/blog/give-your-python-agent-memory)
  - Hacker News, 2026-10-16: [How do you know your agent's memory layer is helping, not hurting?](https://github.com/yadu9989/memstrata-lme500-harness)
  - Hacker News, 2026-10-15: [Show HN: server-noonien – conflict-free agent memory across machines, no server](https://github.com/sequico/server-noonien)

### harness engineering

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/harness-engineering/ · JSON: https://frankbueltge.de/trending/topics/harness-engineering.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: the scaffolding around a model — tools, permissions, tests — as the work itself.
- Also counted as: agent harness
- Receipts:
  - Hacker News, 2026-10-19: [Harness Engineering 101: The LLM is the brain, the harness is the body](https://github.com/IsuruMaduranga/harness-engineering-101)
  - GitHub, 2026-10-19: [vedantjh2/nano-codex](https://github.com/vedantjh2/nano-codex)
  - GitHub, 2026-10-18: [sddzlsc/SciForge](https://github.com/sddzlsc/SciForge)
  - GitHub, 2026-10-18: [harshith-vaddiparthy/Vertical-Harness](https://github.com/harshith-vaddiparthy/Vertical-Harness)
  - Hacker News, 2026-10-17: [Neoism – An open-source agent harness and native IDE in Rust](https://neoism.ai/)
  - GitHub, 2026-10-17: [pnetcloud/plex-ai](https://github.com/pnetcloud/plex-ai)
  - Hacker News, 2026-10-16: [Show HN: Beeline Multiplayer Agent Harness](https://usebeeline.app)
  - Hacker News, 2026-10-16: [Self-Evolving Agent Harness](https://arxiv.org/abs/2610.18813)
  - Google News, 2026-10-16: [AI in Production: Panellists Highlight Silent Failures, Harness Engineering, and Agent Governance — news.lavx.hu](https://news.google.com/rss/articles/CBMiwAFBVV95cUxORzJLa1lqejJTX1JwUHl6Yko4dzc1ZGpKSmxvM2J4UTF5TUxGbmxhZG1kM3d2eVdIN09sd1A4VVlfQ1JZYlZ1bDdkeHZVNWE0V3VVcEdnM2JSRWJhVEJSZkhudVJtQmdtT3NFRkJFYUZ2M1dVSnlLNGEzdlItV3lVOGs2NHBRNDFlanVRQzJobzVHNm9uYXdRZi13MW9FVmVYbVZiMlQwV1lnc0ZPcEJ0dW92RVZHTUVFQk4zdVpzQkM?oc=5)
  - Google News, 2026-10-16: [AI in Production: Panellists Highlight Silent Failures, Harness Engineering, and Agent Governance — infoq.com](https://news.google.com/rss/articles/CBMiaEFVX3lxTE91SUVNSHE2UkFiVGN0TU93UU13Rm9Nam1ZZDQzZm1jRmpwX3ZCYmdtajV4MWg0N1lCNGRDa0NHMjZfSFdWemotaU93aWNOc2JrLVUwU0lxT19rZUtydVc5cWlLcERGTW9F?oc=5)
  - GitHub, 2026-10-16: [vercel-labs/durable-harness](https://github.com/vercel-labs/durable-harness)
  - GitHub, 2026-10-16: [rithulkamesh/sunday](https://github.com/rithulkamesh/sunday)

### world map

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/world-map/ · JSON: https://frankbueltge.de/trending/topics/world-map.json
- On the list since 8 September 2026, promoted by the run itself — promoted 2026-09-08: proposed on 3 consecutive runs, 5 platforms.
- Also counted as: world-map
- Receipts:
  - Google News, 2026-10-19: [Eat your way across the world map at these local international hotspots — inlander.com](https://news.google.com/rss/articles/CBMi8AFBVV95cUxNR3NGdnFEa2NXLWo0Y0dybXFReE1VaHJXZUJIYU5MWE5zS2t2V1dGeXNsNXVNRUVHeWludS1WdktIczlzdmxMSmNZMmJ5UGR3VzlLNXgxLThIdUZIeEgzdDJ2TWVqV3JFUnM5Y1JRcXhxSG9qb1lPOFZPRl9Ha2ExNDdZZkYwRXJVVUtrMmhSaFBZV3JaS3pwRG10TTRxRzZzMUJtQndOZ01qdjNCbm1Ub1N2RnFDVmVCTllfTVFPNnp2SjRzdFdidF9qVE50WmczdTBpZWtwQWVOTnI1YnUzeVJ3UFROMU5KMTBMSXhEcXc?oc=5)
  - Google News, 2026-10-17: [Six masseurs seek RM10,000 to put Malay massage on world map in Italy — NST Online](https://news.google.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?oc=5)
  - GitHub, 2026-10-17: [sucRo-RimWorld/Ancient-Medieval-Japan-WorldMap](https://github.com/sucRo-RimWorld/Ancient-Medieval-Japan-WorldMap)
  - GitHub, 2026-10-17: [stefansretenovic01/WorldQuestBoard](https://github.com/stefansretenovic01/WorldQuestBoard)
  - GitHub, 2026-10-17: [hajra-code/World-Map](https://github.com/hajra-code/World-Map)
  - Hacker News, 2026-10-16: [Super intelligent agents painting the world map one pixel at a time](https://warpaint.museworld.lol/)
  - Google News, 2026-10-16: [Salman Khan flaunts Rs 41 lakh luxury watch on ‘Koffee With Karan 9’, featuring tricolour dials and world — The Times of India](https://news.google.com/rss/articles/CBMiqwJBVV95cUxOUWs5d3lIcjFKZEJvMThwdHgtczFEdkxOQ3NwX2U3Q1hhWnd1TktQYzRHckI0X24wR0RWd1IzMjB3ZURiM1FkTkF4VkMzRzQzTl84djhqcXNVV0pKZWE3dDA3SDU1WTdnSnhTQ0xWRFVzZ0FZOHVGRHMteWpqbWlMbTNVemt0UE1BcGVoWTlFWFMtWXlpdlVMb050alRuY25jZlR2UGU0NE1zVTE3WDN6eDlwTGU5S0Y3QU4tT3dTZEhjMWp4Qm51T2NqenJ4TmNQUzhZczdXODduMHFvWnNaZTVhSERfZnMwRVdHM2p2WnJtTTlLUTRvdHJrcHpaQUhzbFZuM2VEbElkejAtaWx6UTNjUV9RVHZQMVZKdjRfZHRxV0dyTmpva094b9IBsAJBVV95cUxQdjIzUFN4LVRrTHdnZDFGbWFqeElxOGVYNVlKeERUMTZneENPUEVSSVdjMFI1OVAzQjhzd0hLc3BtN0dub3J2WDk2VWhEMG1SMlM1ZUd6eC1TcC1CVjlJV2N5Q0xlMk1fMHZPSFg4el9oY09heG11QUZraF9Sd2NybF9NR1dRaV9kSDFPMmpQRDFBbmpmZE5VMzJHMTdvcnFJQ3FkcDdybnA3M2Z0ZER6bUZjNWlwSW9MNy1tSFdaMTIyeF9CUjhXaHF1VFlsaU1hZjhrQlNhVmlranJrTlJpSkRQX2ttWnRXcXRsNWVxRHhiZEhESXFhVGxNanJGQXhQZlgzTlFHUEhIU3VuNWZiTlFmMkpYVEhmWGNWdkJqalFtTnNWWlc3VkNfXzVNTXgy?oc=5)
  - GitHub, 2026-10-16: [zsy131039/WorldMap](https://github.com/zsy131039/WorldMap)
  - GitHub, 2026-10-16: [sweetljk/Map-Art-Optimizer](https://github.com/sweetljk/Map-Art-Optimizer)
  - GitHub, 2026-10-16: [fitzforge/wowforever-openmap](https://github.com/fitzforge/wowforever-openmap)
  - Google News, 2026-10-15: [World map (Mercator projection), 2015 — Sciences Po](https://news.google.com/rss/articles/CBMimgFBVV95cUxOcXFvTGZ0akhWS3pmZkpsUllqWklaeDk5enJVd3VYRFotaGtyV04xNDVaaVZxdUpoR19lVjhYcjBSNXdSLXVnUlRqQnVzdmZvWWNaenVYYl9wUHdHeDBaNm5odVFvVGNRN1A0cFd6ZHhjRWtSX2JQVXphYVRuek9KWEFBRk1tbXBVRXVoN25ad1dWNlZlUEhVTV9n?oc=5)
  - Google News, 2026-10-14: [Famous Michelin Guide’s Aussie first puts ‘South Australia on the world map’ — Nine.com.au](https://news.google.com/rss/articles/CBMizAFBVV95cUxNZnVna1pyWXRnajU4WXlUT25YM0tmM1JiME9lLXdGcTZLeTE4N1R3bnhfOEd2dUN1UW9tYVdKZm83MDhEWnRMcGVrSWVXb2k3aUlPV0ZhdEtWOU0wMkQxZ3pIYVRLRWc4LVJoQmtqQmpIRFF1THo0cXFWQ1FSdVc4NVJrcjRNbEUwbVdlZjRQZXhVZVlnV3k5TFRaOUFMdnBCeVREOUNHb0pjaXYtMnR5OThzVy1xVmk4V2lMcl9WT0RISXRkeFRBUkV5bEg?oc=5)

### local LLM

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/local-llm/ · JSON: https://frankbueltge.de/trending/topics/local-llm.json
- On the list since 2 September 2026, put there by hand — Editorial seed, 2026-09-02: running the model on one's own hardware, off the metered path.
- Also counted as: local LLMs, run LLMs locally, on-device LLM
- Receipts:
  - GitHub, 2026-10-19: [courtelksoul/local-llm-performance-profile-switcher](https://github.com/courtelksoul/local-llm-performance-profile-switcher)
  - GitHub, 2026-10-19: [GuruRefinery/local-llm-vram-budget-optimizer](https://github.com/GuruRefinery/local-llm-vram-budget-optimizer)
  - Hacker News, 2026-10-18: [Show HN: Secret Guard – a local LLM gateway; keys never leave your machine](https://github.com/luochen1990/secret-guard)
  - GitHub, 2026-10-18: [wandermyz/vhotseat](https://github.com/wandermyz/vhotseat)
  - GitHub, 2026-10-18: [depthark/wattllama](https://github.com/depthark/wattllama)
  - GitHub, 2026-10-18: [HappyTotoro116/ghidra-llm-pipeline](https://github.com/HappyTotoro116/ghidra-llm-pipeline)
  - Hacker News, 2026-10-17: [Show HN: Llmspeed – feel how fast a local LLM runs before you buy the hardware](https://llmspeed.dev/)
  - Hacker News, 2026-10-17: [Show HN: Sys2txt – transcribe system audio to text in the CLI with a local LLM](https://Joe-Heffer.github.io/sys2txt/)
  - GitHub, 2026-10-17: [harrisj/local-llm-stack](https://github.com/harrisj/local-llm-stack)
  - Hacker News, 2026-10-16: [Sift – Analyse every file with local LLMs](https://github.com/c0decave/sift)
  - Hacker News, 2026-10-15: [AI Coding Tools – Architecture, Local LLMs and SWE-Bench](https://github.com/mahmoudsajjadi/awesome-ai-coding-tools)
  - Hacker News, 2026-10-14: [Membrane – Structured persistent memory for local LLMs](https://github.com/chedim/membrane)

### prompt injection

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/prompt-injection/ · JSON: https://frankbueltge.de/trending/topics/prompt-injection.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); dev.to + arXiv, ratio 1.52.
- Also counted as: prompt injections, prompt-injection
- Receipts:
  - GitHub, 2026-10-19: [alphaparkinc/genpark-prompt-injection-canary-leak-sentinel-skill](https://github.com/alphaparkinc/genpark-prompt-injection-canary-leak-sentinel-skill)
  - GitHub, 2026-10-19: [Alpha-Park/genpark-prompt-injection-canary-leak-sentinel-skill](https://github.com/Alpha-Park/genpark-prompt-injection-canary-leak-sentinel-skill)
  - Hacker News, 2026-10-18: [LLM01: 2025 Prompt Injection](https://genai.owasp.org/llmrisk/llm01-prompt-injection/)
  - GitHub, 2026-10-18: [dagoSte/rea-safe-agents](https://github.com/dagoSte/rea-safe-agents)
  - GitHub, 2026-10-18: [YuvioDev/dsh-unbound](https://github.com/YuvioDev/dsh-unbound)
  - GitHub, 2026-10-18: [HuginnsHammer/LLMShield](https://github.com/HuginnsHammer/LLMShield)
  - Hacker News, 2026-10-17: [Show HN: InBox Wall – A local-first, open-source email sanitizer for AI agents](https://github.com/Annora998/inboxwall)
  - Hacker News, 2026-10-17: [Show HN: AegisKernel – Test prompt injection attacks on AI agents in the browser](https://adikshatriyag-crypto.github.io/aegis-kernel/)
  - Google News, 2026-10-17: [Dex Horthy: OpenAI Shipped Everything, But 'Stupid Is Much More Dangerous' Than Prompt Injection — BigGo Finance](https://news.google.com/rss/articles/CBMiW0FVX3lxTE0wSzVjSUJlRVRZckRCbGJWTjQ1WHFNWWlmZFA2bVFaTTEwWjNFQVJKak10SVhtVkpNQXJVME1ZcDJKNEtDT1hZc1ZpSHNfaXYwZzJ2bUpoYUpDRGc?oc=5)
  - GitHub, 2026-10-17: [luowang-ui/dsh-purge-plus](https://github.com/luowang-ui/dsh-purge-plus)
  - Google News, 2026-10-16: [MITRE ATT&CK v20 Adds New AI Attack Techniques for Prompt Injection and Data Theft — GBHackers News](https://news.google.com/rss/articles/CBMiY0FVX3lxTE1ocEhsUHNvVGxLbjBoT3RhbjVac0o1TUtzSUxzdmJzSVVoeHlHVDYyekZFWnotWXE0dTBxaHdIblgxczdEdWhOb094UzBXazItdWplR1BFRDBaRHdXR3BzbklCY9IBaEFVX3lxTE4xVVpjeE1zLWxST3FIUEFBTzlFZm1oWmZWd1VfdTRYVGhXb1pzQjNuWFdOdmc3akZjZmtFajVGakNFSktJX1pHa2FmZ1ZDYTZHVG1EWkQxTUExSDVnRWc5ektiZmpaYncy?oc=5)
  - Hacker News, 2026-10-15: [Prompt injection in HTTP headers: what 217M web responses show](https://www.signalscorps.com/blog/prompt-injection-in-http-headers/)

### multi-agent systems

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/multi-agent-systems/ · JSON: https://frankbueltge.de/trending/topics/multi-agent-systems.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); four platforms, recent/prior ratio 1.41.
- Also counted as: multi-agent, multi agent, multi-agent system, multi-agent systems
- Receipts:
  - Google News, 2026-10-19: [Anthropic Unveils Next-Gen Multi-Agent Orchestration Architecture: Claude Now Generates Self-Written Programs to Manage AI Agents — 36Kr](https://news.google.com/rss/articles/CBMiU0FVX3lxTE5Mc3F2cFc2OHlDdkJaTjZRblFMcTJqeUpIT29BcXhXYVduUWctSE1ydXpha1pXU1kxZWNHcDVVRGpRZmUyZjRwSW5PUjdrOHZPczRR?oc=5)
  - Hacker News, 2026-10-17: [Adversarial stress-testing of long-horizon multi-agent systems](https://arxiv.org/abs/2609.17320)
  - GitHub, 2026-10-17: [Cedr1cSun/chord-cli](https://github.com/Cedr1cSun/chord-cli)
  - Google News, 2026-10-16: [Multi-agent instructions are less likely to sell, research reveals — The Negotiator](https://news.google.com/rss/articles/CBMivAFBVV95cUxPMm9tT054X2JZdURWdEFOVnY4VWo4WDRIdlMwM3JmTVBYdXNzSlRyWE9jTFRFWkl3MHV0QVppNFo4NjY5YXMxOVQyMGRSc1piY1dkcnBnNDE0VVRvUGw3S0hWbTR5YzdYVnJDeC1CYXFhMzVsSFNUVUVLUXZXbGZvY3E4UzB4bDB2SGp2T1Y0NXRhQm9SWk9uODRhN3BOSHY3anNKNmg5ZDQwRkFNN05FbW9uQUFHTGN5Z3AtVA?oc=5)
  - Google News, 2026-10-16: [Orkas: Multi-Agent AI for Work Coordination — Dynamic Business](https://news.google.com/rss/articles/CBMijAFBVV95cUxNYjlVX0FrV1VWWHFocThkVmRvUWZ4MjFzTVY3blBHcFVIdkZrOHhuOEVLcHVncGxYRHZuX004V0VxbVB0bThCSnRaREkyRndydmtuZ3lJc0hCNS04Mmd6d2FZY29iOTFPV0d6TmNBLXNfLThaLUczSk1lTHc0TV9MLU5xYlVOMDFZeGRPUQ?oc=5)
  - Hacker News, 2026-10-15: [MIT-licensed Rust framework for multi-agent systems in Rust](https://emillindfors.github.io/a2a-rs/)
  - Google News, 2026-10-15: [Multi-agent coordination patterns and best practices — Technology Org](https://news.google.com/rss/articles/CBMilgFBVV95cUxOaFN5S0MyTVFIeFZtcmdkZi1oY3Ita0RBcTA0M1l0RUk1T2xaclczbDFOV2oxRTgzZWhOVGNlQWZfeElxVndkQ2JQYW1hc3lwUFdBM0hNTk1wUm53b0FzTjczWEw0c1JFMGJ2N0VDNnVONHdxYzVVM3RJQUJCX0owYmhnS3BqT1ViSHhrWkVSMlZJQlJ0UUE?oc=5)
  - Google News, 2026-10-15: [A RAG-enhanced multi-agent LLM/VLM framework for auditable and region-aware structural health monitoring of a historic masonry structure — Nature](https://news.google.com/rss/articles/CBMiX0FVX3lxTE5KMkdGdzdwbGNyTldmd3JEajY5TUdyU2hWUk5Ec3BEWGJ5ZnIwOTNVX2NMMUt1OElWRl9ZRC11ckVKVlR3X0NnaTctYWo3R2dORzU2ZEZkY3VkeG1oanJ3?oc=5)
  - Google News, 2026-10-15: [Learning to Steer LLM Agents and Multi-Agent Systems — alphaXiv](https://news.google.com/rss/articles/CBMiUEFVX3lxTE9zSE56ZkZoNEN2M2xxLXd5QXhoQjJHNXg0amJ4MTZpcWRsNEc4cWs3YXRiLW82NGZIVVBXeHllakdkTDRLUkMwamx4NTlaQ3Bu?oc=5)
  - GitHub, 2026-10-15: [Thinking-Space/AutoSFT](https://github.com/Thinking-Space/AutoSFT)
  - GitHub, 2026-10-15: [LiCinCan/blender-ai-mcp-addon](https://github.com/LiCinCan/blender-ai-mcp-addon)
  - Hacker News, 2026-10-14: [Do Agent Teams Pay Off? A Case Study on Vibe Code Bench](https://www.vals.ai/blogs/multi-agent-vibe-code-bench)

### agentic software engineering

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/agentic-software-engineering/ · JSON: https://frankbueltge.de/trending/topics/agentic-software-engineering.json
- On the list since 2 September 2026, promoted by the run itself — discovery run 2026-09-02 (30-day corpus: Hacker News ≥50 points, dev.to top, arXiv cs.AI/CL/LG/SE, GitHub new repos); Hacker News + arXiv, ratio 4.57.
- Also counted as: agentic software, agentic engineering
- Receipts:
  - GitHub, 2026-10-18: [MONaser04/ZyrenClaw](https://github.com/MONaser04/ZyrenClaw)
  - GitHub, 2026-10-17: [snaveenandrew/agentic-erp-software-builder](https://github.com/snaveenandrew/agentic-erp-software-builder)
  - GitHub, 2026-10-17: [memphis242/agent-experiments](https://github.com/memphis242/agent-experiments)
  - GitHub, 2026-10-17: [Apeel-raj/hyper-architect](https://github.com/Apeel-raj/hyper-architect)
  - Google News, 2026-10-16: [Best 6 Vendors for Agentic Software Factory Solutions — https://tech-insider.org/](https://news.google.com/rss/articles/CBMihgFBVV95cUxPTml5QTdlUmlUeEVLLXRJVHpMSjB2NVdicENnNlM5MFhRTk0xSmRPVjZ6X0R6blNkMlMxRkRwaDlka2RtTndjQ293cmxjOTBpNGhvR0hFTzBPNUlmRmlZTFBOOVkwTlItQ1lRemJtNF9SWFFNdXZEQTlyYTVMNkN1SGdfVTBodw?oc=5)
  - GitHub, 2026-10-16: [JamieGeddes/factorial](https://github.com/JamieGeddes/factorial)
  - Hacker News, 2026-10-15: [Agentic Engineering 101 – Slopcore edition [video]](https://www.youtube.com/watch?v=ydVKpQE-zr0)
  - GitHub, 2026-10-15: [Zer0x25/agentic-software-factory](https://github.com/Zer0x25/agentic-software-factory)
  - Google News, 2026-10-14: [Scaling Git for the agentic software factory — GitLab](https://news.google.com/rss/articles/CBMigAFBVV95cUxPYnZwZ1N2UnNBb0ktbzJ4ZEx5ekxndUIxdW5YM0NQN2pYMFJHdzctOHJfSGdlRUVBdGZWc3d6YVVWVFQ1d3pJZy1NSXU3QW91cENlVEtKRWQtWHNWZGU3ZndQUnVsRm5qdWk1YVpnU0s5WXBhMUJRanpvUU1jRzUtMQ?oc=5)
  - Google News, 2026-10-13: [Watch Vista Equity CEO Smith on Growth of AI, Agentic Software — Bloomberg.com](https://news.google.com/rss/articles/CBMiowFBVV95cUxOUWRqMHRGZV9hTmxQdmpYLWEwMENjZ19JdUJQWTF3SFh2WktEVU9GSnlia29qcnlNc3gxTktMMFIxdnN4OUNKc3k0eUlDWGdVNmFGdkYxQ2ZZOFBUZUNKcUJuRk5ZamVQNDNDR3NvN00xeVlPbVowV3U4SWNxZnBMcG1uei1icnlvUDl3WTJRUkFXVkdZWjFQLVkyS0NURS1vSmF3?oc=5)
  - Google News, 2026-10-13: [mabl Named a Challenger in the 2026 Gartner® Magic Quadrant™ for Agentic Software Quality Assurance Platforms — Yahoo Finance](https://news.google.com/rss/articles/CBMinwFBVV95cUxNMU5FVjNqSVFpMHdERGd6WE5EQW52c0lDWlk0dy14ZDNuRXhVRUpmYWxEZDd5cFVCNVIzYjdXWElVYlV1MTNzYUpJQ1JYSUxCR2F3VS1USVplNXR2cVFXaUpZTWx1ZDYxR092d3FCdnUxS0tCbE8wdThWdDJEUXdTX0VBSWQzQlpWUTJMMlZJOUpRUkhtMmU5UmljMURqYXM?oc=5)
  - Google News, 2026-10-13: [TestMu AI Positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Agentic Software Quality Assurance Platforms — Japan Wire by Kyodo News](https://news.google.com/rss/articles/CBMiWkFVX3lxTE56RERaVURCelpKZkhwaHNNUHpvcl9XM3ZRdTl3YTJibXpLRWtlemFHclFQUUk2alVUNG5SYkZJMFd2SEFnNFFTV2JRS3d4MDA4SmplWHNscE9lUQ?oc=5)

### gpt astra

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/gpt-astra/ · JSON: https://frankbueltge.de/trending/topics/gpt-astra.json
- On the list since 6 September 2026, promoted by the run itself — promoted 2026-09-06: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: gpt-astra
- Receipts:
  - Google News, 2026-10-19: [ChatGPT Gets AI Team Feature & GPT-6 Astra Pro Upgrade: Assign Tasks Separately to Different Members & Track Work Progress Anytime — 36Kr](https://news.google.com/rss/articles/CBMiU0FVX3lxTE5hQXBxWHpPekd3OEQxYlBLUEtVTXVYOE82TlIzLU4zUmVNT2FIaHNBR19ScEoxUm4zMF8zejlLemctUWNXS09CcXVDNEVpcE5YcXRz?oc=5)
  - GitHub, 2026-10-18: [vincenzojrs/BreathPAPGuardian](https://github.com/vincenzojrs/BreathPAPGuardian)
  - GitHub, 2026-10-18: [nannnannan/galagent](https://github.com/nannnannan/galagent)
  - GitHub, 2026-10-16: [stembro/md-viewer](https://github.com/stembro/md-viewer)
  - GitHub, 2026-10-16: [pnpcrow/alicenation-translation-korean](https://github.com/pnpcrow/alicenation-translation-korean)
  - GitHub, 2026-10-16: [agneyanil-20/Mohammed-Roshan-ES-Portfolio](https://github.com/agneyanil-20/Mohammed-Roshan-ES-Portfolio)
  - GitHub, 2026-10-16: [Middle2528/gpt-Astra](https://github.com/Middle2528/gpt-Astra)
  - Google News, 2026-10-15: [Introducing GPT-6 Sol and Luna — OpenAI](https://news.google.com/rss/articles/CBMiZ0FVX3lxTFB4SldKWWgzNDExSThTZW9MRTQ5WHE3VFRZMl9oSjIzaVhuZEZaY1ZSUTFxZTJFaFpUanlncTQySUg5SlRGVnNkQXZ0S3IxLWJScXNkLXY2Z3Jzbk5WR0UwSFp0NmUxN3c?oc=5)
  - Hacker News, 2026-10-10: [GPT-Astra NFL Player Video Analysis](https://twitter.com/robsandhu/status/2108987321786007853)
  - Google News, 2026-10-07: [Can GPT Astra Model SpaceX Starship in Blender? — YouTube](https://news.google.com/rss/articles/CBMiQkFVX3lxTFBkQlhoQllOWW1KaXgwVWlSU3kwLWltaWJocGRtSXdVSmNDTTM4am1iVzMzbEkwNHRqbjI4OFdlc2NRUQ?oc=5)
  - Hacker News, 2026-10-03: [Ask HN: How do looped transformers work with respect to context windows?](https://news.ycombinator.com/item?id=49947046)
  - Hacker News, 2026-09-30: [OpenAI halts release of Astra 6.1 over safety concerns](https://www.cbsnews.com/news/openai-halts-gpt-astra-safety-concerns/)

### wendell berry

Established: present through the month at a steady pace.

- Page: https://frankbueltge.de/trending/topics/wendell-berry/ · JSON: https://frankbueltge.de/trending/topics/wendell-berry.json
- On the list since 6 September 2026, promoted by the run itself — promoted 2026-09-06: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: wendell-berry
- Receipts:
  - Google News, 2026-10-15: [Wendell Berry, late author and farmer, has much to teach York County — York Daily Record](https://news.google.com/rss/articles/CBMixwFBVV95cUxOM1gtZGs4LW1nSVZoSHU2OWZqX20wbU80OVNQM2JQaGd5Vzl2VnpqVm9Wb2ZreEFwcEFDOHVDYUloTnBubHJmRVdaWU82bHdUSWZqcmpDcDdiMnNTOXZia3pnaHJDd1llamdCSkxKbk1Za1Y5dXRqNkVrNE1La1QzVlNiVS0xbFpFQUgwMnlHd1ZRaXNwY0NHRmZ1T3R6LWtlbUd6aXJJSkU4UDBXWkk2cS1zZ2tBb2x0eEJ4OGdwRHdUcVdyeDE4?oc=5)
  - Google News, 2026-10-15: [Wendell Berry, late author and farmer, has much to teach York County — cumberlink.com](https://news.google.com/rss/articles/CBMiqAFBVV95cUxNdEV2QkRLSFBZTWszZjNjNWNlUEhoR0s2a2xnUjVFMFQ5LUNXcDk4UC1OQVpnQWI3dFlYSXc3WlM3Wm5pMU9YdUYzdVd3ZUxuYW4wYUVoSUZ5SHRydnIzZUh1SmdTamdES2lONkNYcjVsZGdvZ2VCbi1mcFZKMUM2R1J0elEyYzBTb0NFcjhBVVNVM2JhS0lNVTdGRkRsTDIySHVzRTlQRm0?oc=5)
  - Google News, 2026-10-15: [Letters to the Editor: Growing up with Wendell Berry — pmg-ky1.com](https://news.google.com/rss/articles/CBMi5wFBVV95cUxNRjdXX1dLal95X0ZvMHZlS3BldWsteTFuUTROMXpFNGwyY0RRNnpQdl8xc0xxYzIwQXFwQmlYcXBXVUY5NmRiM05ZU1VuUEdTY0loVkx2WC1URzltZnA5eV9QWXZkNU03cTJOZ1Z2VFNaVF9lVmpLYU9kMFg3LWRPWmxkc1padFB6VE0zSVkyc2E1NDdOcTB6MkN5ZF9IYkNrRWxxREdSQkxsdFJ0XzBhT2xRTUZJQS16dElBZGVzY01PQ1dpY0NQcUpZeElBU25aU1kxT0dKWEJMdUVaYmdaajc1aTlVdGs?oc=5)
  - Google News, 2026-10-14: [Wendell Berry’s Unrelenting Vision — The Nation](https://news.google.com/rss/articles/CBMiggFBVV95cUxOVm43X0pBUl9LTHdrUjA1MkswT3d4QmFPRHdpSGIyLW1ESE5JY09fNU5jT0F1bG5nRklpQm9URzBwV0J4NmFBd0Mzcy1mbEtLeHZWQVV4QlUtd0hnSTcxRUZ0WGVqdTJrV1dnN3JsNHR1YjE4YWpXQ19URmp6cG5uLVpB0gGKAUFVX3lxTE5zMDFJaGdLRU9YQlBGVTVGSGo0WFRTSUd3SllpRmhnSzBkbG5PQVFDbXhQR09GZWd4V2NXVWJOMmNteExLQzhvc0h1a0E2RVRwMmhlWHBXekhlLXExVmYwcFNpdURGZnRQd0hjWkRBOU8zYU9QVHJVTkVabWJ2aHJOZGg0QmlsRHpwQQ?oc=5)
  - Google News, 2026-10-10: [In Memory of Wendell Berry — Voice-Tribune](https://news.google.com/rss/articles/CBMibkFVX3lxTFAyTXVDNzVaSWU5TDd0UkFDSGpWQUU4VnRHMGl6Z2YyWFExcDM4YkRqT3JIQ2hDaUplU0hnaDJ1SU9vMHdlaUlxZzJOUzVSbjEwMmFmSWdVX0tIWklMQTExSlN2elB1b1R2VlI0alZB?oc=5)
  - Google News, 2026-10-04: [In praise of Annie Dillard and Wendell Berry, enduring voices for nature — Santa Fe New Mexican](https://news.google.com/rss/articles/CBMi_wFBVV95cUxPcmhyVF82X3RESWo2ZElpc2NZdVMyeFVwWHpudUFyTWtFWk5Yclk1OUhrYUN0eHcyRmoyVmI4Qy05Nk1wdDRxWWJNZ2haM3F6Z0FoOFZqNFZFYWh5SzlCZ3hILUtiNUprNTNCRi1oZmFNQ0x4VUk5bEdndWZ5NW5TX05YTFd2ZGtUaXg1ZXQ0eWJEOWhjTVQ5SWJBNHdqMktTbEg0WW1zZ2dLam0wbjdzVkdFQlVWRVhxNzJWanlmWlJBOFZfZDhsV3NfWDYwYU1keEZaQWxaVi01OXI0b3RVNFI1eFpxTlB4SDF6RUlxUktkdURwemtBaVM1QTc3Qmc?oc=5)
  - Google News, 2026-10-03: [Who Is Wendell Berry's Wife Tanya? All About Their Real-Life Romance — Yahoo](https://news.google.com/rss/articles/CBMiogFBVV95cUxQdktxTXV5SUdNNjNIUVRLRTNvODh0N2VhY0pNN1lXSDNnZ1hmV3NnUkRBS3JfMFQzMmM4NXZJUlVSbkNlMld6V2d6TGNIZkRKN0xyeWNnXy1vbkdhWEx3OUhWeEhJVVVGZkJNc3VJMnkxZkYxSmxVRDU2cFBtZzlMT3NESHRBTDdhRHhDLXBNQlNoMUNrZ2Y3TkVIT0pfNXZpTXc?oc=5)
  - Google News, 2026-10-02: [Remembering Wendell Berry — Progressive.org](https://news.google.com/rss/articles/CBMiggFBVV95cUxNdXoxZjA4Wm16bDJ2di1UcmU2UHJwNndBWEdvczhBWURDVHRaWngxaWc1ZlpMMTR0dDBnTHJiZjg3OEo5NjJuUm8wWlFBSnpLbXhuSjZvTnlWaDFUcWxqYXBwZ1F6NlowYlBrNUZnYmJzQ0w4YWdlRmJaa2duUEFBU0hn?oc=5)
  - Google News, 2026-10-01: [Andy Kinsey: A bond with Wendell Berry — Daily Journal](https://news.google.com/rss/articles/CBMif0FVX3lxTE9IRFBkWDQwd1NtaklnUmJzWDlqLUJSc1ZxQXJKSzVYUl9wdjJrZVpRekJRczNxYnFhZTFEYjZ6UnVXRDF3UW5FdGR3dDZxZjFSbjIta2RkMnBuZGtLQ0dSdjlmNW5CRnNHOHdiNnJlYVhHQ1NfbUJ6UjJ1U1BGYUk?oc=5)
  - Google News, 2026-10-01: [Op-ed: Agnostic Apologist: Wendell Berry, an atheist’s kind of Christian — The Mountain Mail](https://news.google.com/rss/articles/CBMi8AFBVV95cUxNMnN3bUhLcXpQNkpWdUE2QVU0SkQ4VlZnNXJPTmpjTXF2TG9YWkYtdzNlTWJVZ0haT2F4MDBBMWZsVXo5STNfQkNVdUpsSkpNYy1QZmo3QUlQMWR3UlZPUl96M1ByTndQX1IwRjBCa1hlYnBzZXpNTTZ6bk9ibldnTjRQS1gwM3p3enhEMmdzOHh5MHprZ0tVbnBqV1Q3aVBFei1uTTV1eE1MNVNqbFQza0tJaGlJRm5TQXhlQTZIa1pYRElLMGlyQzkzLUtOcTFZX0gwLUozZFFrbkNUX1pNYnFXbjFYaFNtNW85Snh6SGs?oc=5)
  - Google News, 2026-09-30: [Wendell Berry Documentary to Kickstart Local Farming initiative — Eye On Sun Valley](https://news.google.com/rss/articles/CBMiwgFBVV95cUxOdjJuQ1ZiSnBDajNPb0oyZ3Vhck9HaUI4UFpPc2NWRjdUdHlFcXkzNXJvbGJhM3hORFdUSlZWZUt2MVk1bDc4aEM0V0ZqZjRvdUVvcFNpZFVTS3VuMDlOQm5LcWtIOG5Ua0pTQmYtVEwtbDRRMmMyV2FTVnQxS09zQ1BPdVotNTBXZWZjenlQN3J1d1dZZDBXS3NCVnloU3RLaGptMkZYU3NEWFFsUi1OVHNlSDhpZEhxQ0FQWFRZaVRLQQ?oc=5)
  - Google News, 2026-09-30: [Obituary: Remembering Wendell Berry — thenews-gazette.com](https://news.google.com/rss/articles/CBMifkFVX3lxTE04WTZPMERmUTltRTQxVUcxOGNPNHVRdzJNZ0FsdWZ2b0x5QlI0X09rREstTFJIb2tHU2ZmVUJUMURUcHQzZTl6dnZfLUxxeDFXeFVITkQ5ZmE5WUp6NnNXRzk4SjA4YjVLQm9LRUtQU09BaGNmRTI1Q2wxSTM1dw?oc=5)

### gloria steinem

Quiet: fewer than the threshold of mentions in the last seven days.

- Page: https://frankbueltge.de/trending/topics/gloria-steinem/ · JSON: https://frankbueltge.de/trending/topics/gloria-steinem.json
- On the list since 5 September 2026, promoted by the run itself — promoted 2026-09-05: proposed on 3 consecutive runs, 6 platforms.
- Also counted as: gloria-steinem
- Receipts:
  - Google News, 2026-10-19: [Steinem loved fashion – but had one secret rule — The Australian](https://news.google.com/rss/articles/CBMimgJBVV95cUxQSVVYZnlseE8zcDdQNnh2S2RXYlZ5MU9rOURXWHBTM0ZKZ0k2bHUyclNjMjQybHM3WlJ4bkhvTG9OVnhhbEltMDdLbUFJdW1ZNjVmOFFpcllQQ25nZV9YWGJWXzM3LVViOEx3R0pRbW5ZMVlOemtXRVFtU2JuVkhrLTFKU2V0b1RFb3JxOURpajlNQ1J6UW1BNl84c1pQeWMtWi1tMEtOSWh2QUpHMEFuOTZqWVJQY3lzV1BwOUtocGFCUWJVMml1SFExYlJWZnk5NW80SG5aN0o5T0dxS3p3MjZNSm1EVy1pX2xvTl8xX3c5aVVjZU9HOU93eUU5dGhfdGNqRktkY1ZWMFhBaUw3U1hwME1YZW1kRHc?oc=5)
  - Google News, 2026-10-18: [What if men had menopause? Meet Gloria Steinem’s feminist heir — The Independent](https://news.google.com/rss/articles/CBMiugFBVV95cUxOM1Rkd09ubnJjbllqUV9XRHpjSUtWYThILXJCTFlhZXFRUzN3OFlnMy1aTmZ2M295aDE0UWpiWlZGZlVKUHJnc21CMFNScFNLdl9TcjNFc0s4dFlMRjNqVUtVRzRDOUdJcEFHWkxwbmVBVDg0ZjJYNjJlODRGc0tnUTBMZWNCMkp4Zm1OVm81NEw3a2tGR0h5T2FJTmtpQ0JTVVhjZElNRmd2WXB1dGxSTGdGdExCcWpNTFE?oc=5)
  - Google News, 2026-10-12: [Research connects Gloria Steinem’s visit to Cornell’s history — Cornell College News Center](https://news.google.com/rss/articles/CBMipgFBVV95cUxQNWxxZWQwZjBRaWhadlFaYjlJd3RTTjdjVnJqdzhxM0w0VUF0WE1lQmtDV3Y2RWpJaXFiZDhMTW9EYTBsT3htdE52d0Z3VFlrR3pXZkd2TV9FM0EzSFJCRFFkQXpHeHFzSDZ3Q1JQYkRNajhiVHMyQXFEUUZ3WldtamM0ckhqT2EtLUpOdlN1SktRRzJnUE0yTXVBb3dCMEpKZEJ1blZ3?oc=5)
  - Google News, 2026-10-12: [Common Threads: Gloria Steinem’s Purposeful Fashion — The Saturday Evening Post](https://news.google.com/rss/articles/CBMimgFBVV95cUxObHlUTXh0ZkZaWTFGenpicHRsY1BBWWpjN3BVajg2QVZSNE9seVZwb0gxQlVnQTcxZURyVUMyeVJaX3IwdkdnZE9xVUROYXBJUmlCLUg2NXpfY29Ocm5XdVdXQnZLMEt2Y2tiZFNKa3hueU1PYXg4aUoyTHVyWGYxNVI3MEZoeTEzVFRzNTFtUjU5Rk44SHZ3MVdR?oc=5)
  - Google News, 2026-10-02: [Two “Childless Cat Ladies” and Me: Reflecting on the Legacies of Dolly Parton and Gloria Steinem — National Women's Law Center](https://news.google.com/rss/articles/CBMisAFBVV95cUxQbVlPNUFNVXhmZ1hZbW9UVFNaUVpfZ1RveEZUYUxTZ2Fvb0tfNXJFRWJacFJhYThHYjZLeXItQ092ZWRJUnN6RWlXdWNSNmw5a2RqTlR3UldlTlhTSUJSbEJJbjNzTVl4Z0NlazdBenM2NmFRRTRUUlg5cE1oaXlmVXVSTHRVeWhwdFU1Uk9IUWNPLU1lT2drQUUzdFp0X2duQ3ktcmtsRXdHcDRLNWt3Wg?oc=5)
  - Google News, 2026-09-25: [Stephanie Baker: How Gloria Steinem altered the lives of my mom and me — News-Register](https://news.google.com/rss/articles/CBMi3wFBVV95cUxQR1lJMVR5dkp1dDB6ZDBIQWRfV1hoNmNQdC1BSUFpLUg2ZlZQTnpfS3BNVm5DM1Z1aVlzNVFLQnVjWGcxUGxTWHdmRHBhRTBzc1JxdG8yUnZpMVIwMVJidVl6Zl9zMGVIc0lJNk1nNnI2WkE4OS1OQzMzTnZldVpLTEZkaUhsb2RIUEk2RXhIWnlRdE1lTklfSzhmb3FTTnpURDRUY2ZKWWg5LXM0YWVqcGVJMFRUZjhCTnJXMWg5X3dpQURwN0YxbWd1aEVGUmh4TkJrQlA1RU1HWXQ3WGc0?oc=5)
  - Google News, 2026-09-24: [No Liberation Without Community: In One of Her Final Interviews, Gloria Steinem on Her New Memoir, Chosen Family and the Future of Feminism — Ms. Magazine](https://news.google.com/rss/articles/CBMilgFBVV95cUxNcGx0eG5ZblNONllsTm9icDVSOEhGWXFkOE5tdWxtVTlub2FVaU1ZSENSMnZvSmxaakI3eVpuNDZ5U3doZjNsTHNsbTRmVU42MS1hblNQX05zM2xvbVBsdzQzbTNGOFQ4T3FxemRjbEU0V1V5UWVkTEFtZTBoMjE5MFo2N2dCQ0dDSXdwUXJNanYyeDE3UVE?oc=5)
  - Google News, 2026-09-23: [For Gloria Steinem, Feminism Was Always Collaborative — Yahoo](https://news.google.com/rss/articles/CBMitAFBVV95cUxPdWlidGdqMUpyQmg4bXVOcXVITjg1UDRUZVpudDZBa2FMQzNkQkJyc2RvOEV5dThTczE1OU9jbFA5d0F0N0xybHoxSHNfWU9uay1YcFJPbkhoOURqOUVzSVoyNTBaY3ZMdXlhYUdoa0hhQXpuYmJYd0dWZ2E5N0ZDTnZlSS1sMTdIMW82NXdrdm1yR2t6dS1ZTGJ3bTliN2ExM25JSXIxeWQ3LXVsVVBWTnFBOUk?oc=5)
  - Google News, 2026-09-23: [Gloria Steinem: The Sawubona Leader Who Helped Us See Who We Could Become — Thrive Global](https://news.google.com/rss/articles/CBMirAFBVV95cUxONGdNTXdBUXFUUUZLQ1UtcDF4SmFVeDA3b3V5N3lUSEpia3kzcjBwREI1RVRtUDdOYllMTG93REl2RGthWXJvOFg1dUQ3N2gtLUZLNmZBZHhycDZwYzc3Z1hlRlJzMk5qVEZBUWlsdFJYUktJQjJUaWxOMFhmdEdVbWwwZ1BZRmgwcnJMdHhoZ3lrOENZODdjeEJVNXc3b2p5THF5bTdmN01pd1ZK?oc=5)
  - Google News, 2026-09-23: [For Gloria Steinem, Feminism Was Always Collaborative — Harper's BAZAAR](https://news.google.com/rss/articles/CBMingFBVV95cUxQTWx1SlVMLTJBY09fT3NOaEIwQV9QUk5iV08tWUhyMld2aHBMVzh0OEh1SjFoUnJJS0lnTm1rVkl3dnhaYjN3dWpnU0JDZ1NFYW9yZE1xWEJVdDd1SExsZjl2QTlZTkdUcjk0dEhnX0hzUHd5d21jUlhaWC1qQlhZb1Z5d3RnajREWFNFeFplYm92QUExVTJ2TF84ZXQ3Zw?oc=5)
  - Google News, 2026-09-22: [Gloria Steinem’s Posthumous Memoir Was Written With One Goal in Mind — Slate](https://news.google.com/rss/articles/CBMifEFVX3lxTFBScXZET0tFdXFEY3RaTS1odzBfN29zaDVpTGNtTDVCbEwwRHhjeUMyVFdnM0c0ZjFuMWpYX0pGeHAtTllxUzF1OFlIalhmblNSSkNLQnpSeTQ1U1ptVHRQTEJUaDFpUURuR2dtb05IUGVwSkZ1ZjNtZ3c3Z0c?oc=5)
  - Google News, 2026-09-21: [In Memoriam: Gloria Steinem, A Lifetime Amplifying Women’s Voices — Vital Voices](https://news.google.com/rss/articles/CBMirwFBVV95cUxNTkNkNmZFTnd4eVJKR0tsd1BjNV8tWWQ5RzlZVUxFck5tdUY2MlB3TExTLWx4RzBFaDlYbTNnQ1VqLUZFbXNBX0Q3aVgySGdYMzY2U0ZmVlNMRV9rem1LQmFOUkE2WjkyZThXa0VRNm9hcDU4eW5yd3drdzU4eFBWeWxySEpOcHhxbERaX0VFTmh1SlZ2d2dRVmY0QW5wdFRaVFB1bW1sM3lnN2dyeENB?oc=5)

### isar aerospace

Quiet: fewer than the threshold of mentions in the last seven days.

- Page: https://frankbueltge.de/trending/topics/isar-aerospace/ · JSON: https://frankbueltge.de/trending/topics/isar-aerospace.json
- On the list since 8 September 2026, promoted by the run itself — promoted 2026-09-08: proposed on 3 consecutive runs, 4 platforms.
- Also counted as: isar-aerospace
- Receipts:
  - Google News, 2026-10-06: [Isar Aerospace: SPD Budget Committee member Andreas Schwarz calls for standby contracts following successful orbital flight — Table.Briefings](https://news.google.com/rss/articles/CBMi_gFBVV95cUxPLVRtMkFIQlU5NFZ0RDNVdXN4OGNURFRSaklJSUIyTzdFS3duaEpCekVxNVZhTndTY2lwY3gxaXdBQ3l2Z2czMW5jVXJnWXJyXzJrMzFBS21GQ0ExYy04S0oxaVZRaF9YZnF3WV9kMEZIaGppMDZwLWZsNzlnS3pyaHgzVFhUdzUyLUpSaDg1dUlNcXk4OFdmZERvc0lwTDR0MzRQNmFmT0luOWttTzA1bkNrMDZXUnZiLU1lOVVqd3lRcDdSZUZKMktTaENISnpaUXhieWQxTnRpc3Mwcm5uY3VTMVQ1V0cwS0RuMU5rNUx1YTJKcHJXaWNqM2pQUQ?oc=5)
  - Google News, 2026-10-01: [Isar Aerospace, Helsing, Delivery Hero: Q3 2026 DACH Review — Startuprad Io](https://news.google.com/rss/articles/CBMieEFVX3lxTE93bEZXNl9jeTRES3dTNU5OWDhxQU9oc2diYVJJNXJGSHJiR1JWczRpb2RIQ003X1VraVdyS016dEw1aUJJTEEzY2JOVUpXX3dGX09yel8wSzd4a1pjRXZsZTRLNnFZNEpjZGxIa0xwc0dyYUZpaGNmQg?oc=5)
  - Google News, 2026-09-21: [Isar Aerospace Co-Founder Josef Fleischmann launches Bavaria Instruments, Can Araz named CTO — Isar Aerospace](https://news.google.com/rss/articles/CBMixgFBVV95cUxNYkFWTDA2VUJQYkstajV3Q0JCcGE5cG04Zi1vbWRfRm9BakxxX0tva1cyb1FSX2pXWVZELWp1YjJkMlRVNzdjUjRrc2hjTE1qSm91OVA5V3ZISk9mQ2kzb0M1UHBlX0R6Z2dFaTBsd010ZkJzTk9iQmY5UEp4clFWel9oUUx6Z3JocmJlMVpTczJtTmN4TkhfN0JEQzdOLXRudXVYUHlHdFhvYU1wZXl0bmxwZlBkUmpyQjNVN1djSzhJWGhqVXc?oc=5)
  - Google News, 2026-09-21: [Isar Aerospace CTO Exits For In-Orbit-Focused Startup — Aviation Week](https://news.google.com/rss/articles/CBMimgFBVV95cUxQUGpDZkpiNW1Mbk1BbmVQWWhocEtxcFhWYzJac3hKV2FaSkdGSGhpSE82bkhGaldRd3RPelQxRlFUd1BlNk8xazdkQk5Pc3M0OWpFOEpZOWZYYVFGWnh5QkNJeHVPbWNIVnJ0WUtfV2hwTUVmQTdJSVlHeW13QzM2ZTc4QkJ2NG1sR3lxZFd4MGJHMVhqeFY3SURR?oc=5)

## What the machine noticed

N-grams the discovery run found moving in the last two weeks that are NOT (yet) on the watchlist, so nothing here is counted above. These are terms on their way in, not proposals waiting for a person. A candidate that keeps coming back takes itself onto the list: proposed on three days in a row, on at least two platforms each time, never struck before, at most three promotions in one run, and never past the ceiling of thirty-five tracked terms.

| N-gram | Recent documents | Pace | Platforms | Sample |
|---|---|---|---|---|
| tesla roadster | 16 | 36.6× | Google Trends · Hacker News · Mastodon · Google News · Reddit · Product Hunt · Polymarket | [Will the Tesla Roadster's 0-60 time be less than 1 second?](https://polymarket.com/market/will-the-tesla-roadsters-0-60-time-be-less-than-1-second) |
| data center | 26 | 1.2× | Hacker News · Bluesky · Mastodon · Google News · Reddit · Techmeme · Polymarket | [Analysis: companies are set for a massive acceleration of 50GW+ in data center capacity additions in 2027; 24GW+ across 40 campuses are in the advanced stages (Jeremie Eliahou Ontiveros/SemiAnalysis)](https://www.techmeme.com/261019/p17#a261019p17) |
| katie zacharia | 32 | 73.1× | Google Trends · Wikipedia · Bluesky · Mastodon · Google News · Reddit | [Katie Zacharia](https://de.wikipedia.org/wiki/Katie_Zacharia) |
| margaret hamilton | 22 | 50.3× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News · Lobsters | [Margaret Hamilton (Informatikerin)](https://de.wikipedia.org/wiki/Margaret_Hamilton_%28Informatikerin%29) |
| nobel peace | 14 | 16× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News · Polymarket | [Hegseth's Nobel Peace Prize remark](https://bsky.app/profile/did:plc:qrz3lhbyuxbeilrc6nekdqme/feed/5f0e80cb7b40) |
| nobel peace prize | 14 | 16× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News · Polymarket | [Hegseth's Nobel Peace Prize remark](https://bsky.app/profile/did:plc:qrz3lhbyuxbeilrc6nekdqme/feed/5f0e80cb7b40) |
| peace prize | 14 | 16× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News · Polymarket | [Hegseth's Nobel Peace Prize remark](https://bsky.app/profile/did:plc:qrz3lhbyuxbeilrc6nekdqme/feed/5f0e80cb7b40) |
| donald trump | 38 | 2.7× | Google Trends · Wikipedia · Bluesky · Mastodon · Google News · Polymarket | [donald trump campaign visit kansas](https://trends.google.com/trends/explore?q=donald+trump+campaign+visit+kansas&geo=US) |
| trump administration | 8 | 1.1× | Hacker News · Bluesky · Mastodon · Google News · Reddit · Techmeme | [Intel CEO Lip-Bu Tan says the Trump administration does not have "any policy" to use a minority stake in Intel to interfere in its business strategy (Kohei Yamada/Nikkei Asia)](https://www.techmeme.com/261016/p27#a261016p27) |
| white house | 19 | 0.6× | Wikipedia · Bluesky · Mastodon · Google News · Reddit · Techmeme | [Katie Zacharia fired after five days as White House press secretary](https://www.theguardian.com/us-news/2026/oct/16/katie-zacharia-fired-press-secretary) |
| ilhan omar | 28 | 64× | Google Trends · Wikipedia · Bluesky · Mastodon · Google News | [Rep. Ilhan Omar’s lawyers say authorities ignored judge’s restrictions on home search](https://www.washingtonpost.com/national-security/2026/10/16/rep-ilhan-omars-lawyers-say-authorities-ignored-judges-restrictions-home-search/) |
| fort hood | 18 | 41.1× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News | [2009 Fort Hood shooting](https://en.wikipedia.org/wiki/2009_Fort_Hood_shooting) |
| anne carson | 17 | 38.9× | Google Trends · Wikipedia · Hacker News · Bluesky · Google News | [Anne Carson](https://es.wikipedia.org/wiki/Anne_Carson) |
| san diego | 12 | 27.4× | Google Trends · Bluesky · Mastodon · Google News · Reddit | [The long-deployed USS Lincoln returns home to San Diego Bay](https://news.google.com/rss/articles/CBMipwFBVV95cUxOLVFUOC1MX3RNSUtocDVWdF9ycEd4QU1uUmljenNkMzhlTkw5TFE0NUQ4bkxGWFB4VUVETGx3dnhTRTZ0cUlrWHVpTks4X00tQjF5MWp3WktRanJMNXhLeGpMVlQwSUxxdlZpQmVEVFlobFVGV2kxZ2dLV0lXWXFZaGtrN0RodURxc2xDVXNWTHZnQlk1UXhoc1VEQVRlWUJlX1ZZWGt0Yw?oc=5) |
| zero click | 12 | 27.4× | Hacker News · Bluesky · Mastodon · Lobsters · Techmeme | [How Discover-Tech turned targeted ads into a pipeline for zero-click spywares](https://citizenlab.ca/research/how-discover-tech-turned-targeted-ads-into-a-pipeline-for-spyware/) |
| kimberly guilfoyle | 22 | 25.1× | Google Trends · Wikipedia · Bluesky · Google News · Reddit | [Kimberly Guilfoyle](https://de.wikipedia.org/wiki/Kimberly_Guilfoyle) |
| navi pillay | 10 | 22.9× | Wikipedia · Hacker News · Bluesky · Mastodon · Google News | [Navi Pillay](https://en.wikipedia.org/wiki/Navi_Pillay) |
| ukraine starlink | 8 | 18.3× | Hacker News · Bluesky · Mastodon · Google News · Reddit | [4 GOP senators join letter demanding Pentagon inspector general investigation of Ukraine’s Starlink outage](https://news.google.com/rss/articles/CBMinAFBVV95cUxNcEZiY3k5TEN0aS1va0xtVFVvcHVXeFlULTdYMG5kQ2llcXdxYjVlS1FZR2JhZENkbkFDUVEta1NHTEN1MzUtYWVWSzVaMlB0LWRuWm40UnpseVhUOUZIQ1Zlc2dGWDVYeWREcFRnMFNhZEo0ZXp2UENhNkEzZDloYW1HcTBKSS1mcGpKOTRMMFRvdnNxNEgxY2RLcm3SAaIBQVVfeXFMTmF2UnpmUDJJbkJhMTI5QXR0Q3U5cUNmSlhCV29TUjBEUmxVRVhWU1hadHRfYklnOTlXOXQ0akp6dmhKendoWi1JdXBDcDhQTm4xbExRd0REVnY3S2k2U3puUTNGOHpVSE4yRnZCcEFwSmRZMGNzTWdONWlHZF9NMzBqUDdXaktEcHo3ZTQ2UE9fOWllS1ZsNWJ4RXRvWW1sM1ZB?oc=5) |
| press secretary | 14 | 16× | Wikipedia · Bluesky · Mastodon · Google News · Reddit | [Katie Zacharia, Trump’s New Press Secretary, Is Ousted After 5 Days](https://www.nytimes.com/2026/10/16/us/politics/katie-zacharia-fired-press-secretary.html) |
| house press secretary | 7 | 8× | Wikipedia · Bluesky · Mastodon · Google News · Reddit | [Katie Zacharia fired after five days as White House press secretary](https://www.theguardian.com/us-news/2026/oct/16/katie-zacharia-fired-press-secretary) |
| los angeles | 13 | 7.4× | Bluesky · Mastodon · Google News · Reddit · Polymarket | [Dodgers vs. Brewers NLCS](https://bsky.app/profile/did:plc:qrz3lhbyuxbeilrc6nekdqme/feed/5ec5a89fc54b) |
| house press | 7 | 2.7× | Wikipedia · Bluesky · Mastodon · Google News · Reddit | [Katie Zacharia fired after five days as White House press secretary](https://www.theguardian.com/us-news/2026/oct/16/katie-zacharia-fired-press-secretary) |
| white house press | 7 | 2.7× | Wikipedia · Bluesky · Mastodon · Google News · Reddit | [Katie Zacharia fired after five days as White House press secretary](https://www.theguardian.com/us-news/2026/oct/16/katie-zacharia-fired-press-secretary) |
| pope leo | 13 | 2.1× | Google Trends · Wikipedia · Bluesky · Google News · Reddit | [Pope Leo to leave hospital](https://bsky.app/profile/did:plc:qrz3lhbyuxbeilrc6nekdqme/feed/ece30c880a79) |
| elon musk | 17 | 1.9× | Bluesky · Mastodon · Google News · Techmeme · Polymarket | [Elon Musk says "I will give one of my SpaceX shares to every kid in America" in 2027, a gift worth ~$10.5B, after Anthropic committed 5% of its shares to APBF (Kai Nicol-Schwarz/CNBC)](https://www.techmeme.com/261019/p11#a261019p11) |
| social media | 10 | 1.4× | Hacker News · Bluesky · Google News · Reddit · Techmeme | [Kids are outsmarting social media bans. That's not a problem we need to solve](https://www.technologyreview.com/2026/10/16/1146834/kids-are-outsmarting-social-media-bans-thats-not-a-problem-we-need-to-solve/) |
| openai anthropic | 9 | 0.9× | Hacker News · Google News · GitHub · Techmeme · arXiv | [Source: the US FTC issues ~50-page civil investigative demands to OpenAI and Anthropic over safety incidents, safeguarding practices, and consumer protection (Maria Curi/Axios)](https://www.techmeme.com/261015/p20#a261015p20) |
| strait hormuz | 8 | 0.9× | Google Trends · Hacker News · Bluesky · Reddit · Polymarket | [Iranian shops are selling iPhone 18s from the container ship that SANK in the Strait of Hormuz.](https://www.reddit.com/r/Damnthatsinteresting/comments/1x8zdfr/iranian_shops_are_selling_iphone_18s_from_the/) |
| south korea | 7 | 0.8× | Google Trends · Hacker News · Mastodon · Google News · Techmeme | [South Korea to recall its ambassador to Ukraine over North Korean POW dispute](https://news.google.com/rss/articles/CBMivAFBVV95cUxNZDYxcDQ1My1SeHZsUXhFVGFlV19QaEdXN2ZzTktkd2NZMHlGb0dDWGlITXZNQ2tmTF8zLUhINDZzUlBSbmc3ajZNb1B5SUFRZWtXWUlZODRkLVEzeDNkQjB0bGJXT3FleDVLRmZLVnlrWU14TUxDdXhidXV0cHVPckFQQTZmVXd0M0lCODFnQ0hyaU5PZGdGcTBrZTJGU3hJd1BrQXd2OWxIQ0xsQl9hbVVGNFBzd04wSGRPVw?oc=5) |
| reverse engineer | 22 | 25.1× | Hacker News · GitHub · Lobsters · DEV | [aicodeking/leanrea](https://github.com/aicodeking/leanrea) |

## Method (v2)

1. Each watched term and each of its aliases is searched as one quoted phrase on Hacker News, Google News, GitHub, arXiv and Reddit, once a day.
2. Matching documents are deduplicated by URL and counted into three windows ending at the run: one day, seven days, thirty days.
3. The status compares the seven-day count with the three weeks before it, against thresholds committed in the pipeline — no model, no editorial judgement.
4. First seen is the earliest receipt date across this run and every committed terms file; the series on a term page is read out of those files, one point per day.
5. Discovery reads the house's own committed day files, plus four live archives for depth, counts n-grams over them and governs its own list with the result. A candidate that keeps coming back takes itself onto the list: proposed on three days in a row, on at least two platforms each time, never struck before, at most three promotions in one run, and never past the ceiling of thirty-five tracked terms. The run also lets go of what it added: a term it promoted itself that stays quiet or fading on every run for three weeks is struck, with the day and the reason written into the watchlist file. A term a person put on the list is never struck that way. A person overrides both directions — and a struck term never returns, because its line stays in the file as a tombstone.

## Cite

frankbueltge.de, Common Ground — trends in the making for 2026-10-19, https://frankbueltge.de/trending/topics/ (data CC0 1.0).