Agentic test processes, LLM benchmarks, and other notes on agentic coding fr
https://danluu.com/ai-coding/#llm-variance
https://danluu.com/ai-coding/#llm-variance
Turning a pile of documents into a searchable useable knowledge base
https://github.com/linuxrebel/DocuBrowser
https://github.com/linuxrebel/DocuBrowser
GitHub
GitHub - linuxrebel/DocuBrowser: This does for Documents what repo-browser does for repos. A local AI powered Document search engine
This does for Documents what repo-browser does for repos. A local AI powered Document search engine - linuxrebel/DocuBrowser
OpenAI no longer recommends SWE-Bench Pro
https://openai.com/index/separating-signal-from-noise-coding-evaluations/
https://openai.com/index/separating-signal-from-noise-coding-evaluations/
OpenAI
Separating signal from noise in coding evaluations
A new analysis from OpenAI reveals issues in SWE-Bench Pro, a popular coding benchmark, raising concerns about reliability and accuracy in evaluating AI models.
Suspecting AI cheating, Ivy League prof ordered in-person final; scores fell 50%
https://arstechnica.com/ai/2026/07/we-cannot-choose-to-become-idiots-the-ai-cheating-scandal-roiling-brown-university/
https://arstechnica.com/ai/2026/07/we-cannot-choose-to-become-idiots-the-ai-cheating-scandal-roiling-brown-university/
John Deere owners will get the right to repair equipment under FTC settlement
https://apnews.com/article/john-deere-right-to-repair-agriculture-equipment-cb7514ffedb95c130a976af661f2bc02
https://apnews.com/article/john-deere-right-to-repair-agriculture-equipment-cb7514ffedb95c130a976af661f2bc02
AP News
John Deere owners will get the right to repair their own equipment under a new FTC settlement
John Deere owners should soon feel free to fix their own machines. The Federal Trade Commission and several state attorneys general have secured a “right to repair” settlement with farming equipment company Deere & Co., known as John Deere.
Spider venom kills varroa mites without harming honeybees
https://connectsci.au/news/news-parent/9703/Spider-venom-kills-varroa-mites-without-harming
https://connectsci.au/news/news-parent/9703/Spider-venom-kills-varroa-mites-without-harming
connectsci.au
Spider venom kills varroa mites without harming honeybees
Peptides isolated from the venom of the Tasmanian cave spider and giant Japanese funnel-web spider are promising candidates for potential new treatments to protect honeybee hives from a deadly parasite.Researchers tested spider and scorpion venoms for their…
AI changes the economics of software rewrites
https://thetruthasiseeitnow.com/ai-slop-starts-with-the-codebase-itself/
https://thetruthasiseeitnow.com/ai-slop-starts-with-the-codebase-itself/
the truth as I see it now
AI slop starts with the codebase itself. · the truth as I see it now
AI changes rewrite economics because codebases with clear, common patterns get more leverage than proprietary or inconsistent systems.
Postgres rewritten in Rust, now passing 100% of the Postgres regression tests
https://github.com/malisper/pgrust
https://github.com/malisper/pgrust
GitHub
GitHub - malisper/pgrust: Postgres rewritten in Rust, now passing 100% of the Postgres regression tests
Postgres rewritten in Rust, now passing 100% of the Postgres regression tests - malisper/pgrust
🔥2
CollectWise (YC F24) Is Hiring
https://www.ycombinator.com/companies/collectwise/jobs/P646Yw6-founding-account-executive
https://www.ycombinator.com/companies/collectwise/jobs/P646Yw6-founding-account-executive
Y Combinator
Founding Account Executive at CollectWise | Y Combinator
About Us
CollectWise is a fast growing and well funded Y Combinator-backed startup. We’re using generative AI to automate debt
collection, a $35B market in the US alone. Our AI agents are already outperforming human collectors by 2X, and we’re
doing so at…
CollectWise is a fast growing and well funded Y Combinator-backed startup. We’re using generative AI to automate debt
collection, a $35B market in the US alone. Our AI agents are already outperforming human collectors by 2X, and we’re
doing so at…
Why developers are ditching GitHub for Codeberg and self-hosting alternatives
https://www.howtogeek.com/why-developers-are-ditching-github-for-codeberg-and-self-hosting-alternatives/
https://www.howtogeek.com/why-developers-are-ditching-github-for-codeberg-and-self-hosting-alternatives/
How-To Geek
Why developers are ditching GitHub for Codeberg and self-hosting alternatives
It’s supposed to be a decentralized service, after all...
👍2