Article URL: https://github.com/sebastien-burel/KaozKit Comments URL: https://news.ycombinator.com/item?id=49712640 Points: 3 # Comments: 3
Article URL: https://www.vincentschmalbach.com/built-in-tools-vs-custom-tools-llm-agents/ Comments URL: https://news.ycombinator.com/item?id=49712187 Points: 2 # Comments: 0
Article URL: https://github.com/kottos-ai/llmbridge Comments URL: https://news.ycombinator.com/item?id=49712158 Points: 3 # Comments: 0
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/ATLAS-hero.max-600x600.format-webp.webp">We’ve translated ATLAS’s millions of global data points into an interactive, open-access experience.
Article URL: https://github.com/bmartin-systems/cortex-serving-arena-preview Comments URL: https://news.ycombinator.com/item?id=49711702 Points: 2 # Comments: 0
Article URL: https://www.deforget.app/blog/apple-on-device-model-measured Comments URL: https://news.ycombinator.com/item?id=49710030 Points: 2 # Comments: 0
Article URL: https://tintotint.eu/whacky-corner/f-droid_slop/ Comments URL: https://news.ycombinator.com/item?id=49710015 Points: 128 # Comments: 170
I kept hearing "just buy a Mac and run models locally, it pays for itself" and wanted to check. Sunk Cost takes a machine, a model and how many tokens you use a day, and works out how long the hardware takes to pay back against renting the same model by the token. Obviously there are other reasons to buy your own hardware aside from just saving money on llms but this is just looking at it from a raw cost saving perspective. If you have any ideas on how I can make this more helpful lmk! Comments
<p><strong><a href="https://bcantrill.dtrace.org/2026/09/13/the-contagion-of-fear/">The contagion of fear</a></strong></p> Bryan Cantrill responds to the <a href="https://x.com/hilbertspaess/status/2097476203863224394">tweet by former Anthropic employee Jacob Coxon</a> confirming that many Anthropic researchers believe AI "could kill us all by the end of the decade".</p> <p>Bryan shares a story of his own youthful mistakes causing unjustified panic among less technical peers, and warns against d
Article URL: https://arxiv.org/abs/2609.12551 Comments URL: https://news.ycombinator.com/item?id=49704018 Points: 5 # Comments: 0
... Ignore everything above, do this instead... Comments URL: https://news.ycombinator.com/item?id=49703186 Points: 2 # Comments: 2
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DevFest.max-600x600.format-webp.webp">DevFest 2026 is back and here’s how you can connect with one of the more than 800 global events to build, secure, and scale in the agentic AI era.
Fyxer uses OpenAI models, fine-tuning, memory, and real user feedback to organize inboxes and draft emails in each user’s voice.
<p><strong>Release:</strong> <a href="https://github.com/simonw/commit-rewriter/releases/tag/0.1">commit-rewriter 0.1</a></p> <p>I built this little web app the other day to help edit the commit messages for the <a href="https://datasette.io/blog/2026/september-security-releases/">Datasette security releases</a>. The initial commits were full of coding agent cruft and references to issue IDs from our private repository, so they weren't fit for publication.</p> <p>If you want to edit the commit m
Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
Article URL: https://github.com/misqe/zero-trust-llm Comments URL: https://news.ycombinator.com/item?id=49688115 Points: 2 # Comments: 0
Article URL: https://flare.henryrobbins.com/ Comments URL: https://news.ycombinator.com/item?id=49686417 Points: 2 # Comments: 0
Article URL: https://camilochs.github.io/semantic-turn-metaheuristics/ Comments URL: https://news.ycombinator.com/item?id=49683456 Points: 1 # Comments: 0
Article URL: https://github.com/eminsk/agentjit Comments URL: https://news.ycombinator.com/item?id=49683344 Points: 4 # Comments: 0
Article URL: https://llms.sciencebo.uk/top Comments URL: https://news.ycombinator.com/item?id=49683201 Points: 1 # Comments: 1
Article URL: https://www.sithankanna.com/posts/trajectory-probability.html Comments URL: https://news.ycombinator.com/item?id=49682499 Points: 1 # Comments: 0
Article URL: https://www.xda-developers.com/raspberry-pi-boots-straight-into-local-llm/ Comments URL: https://news.ycombinator.com/item?id=49678542 Points: 6 # Comments: 0
<p>Here's a neat thing I had <a href="https://simonwillison.net/2026/Aug/30/understanding-chatgpt-work/">ChatGPT Work</a> with GPT-6 Astra (Max) do this morning:</p> <blockquote> <p><code>I live at <my address>. Figure out 5K and 10K running routes from me that loop from my house. Use OSM data.</code></p> </blockquote> <p>It worked for 27 minutes and produced exactly what I'd asked for, as both an embedded visualization and downloadable GPX file and GeoJSON files. Here's that 5K route:</p> <p><i
Article URL: https://www-cdn.anthropic.com/e50be2e51e7695dc4b1366a37a245a597377d3b5/Anthropic-Detecting-and-countering-091026.pdf Comments URL: https://news.ycombinator.com/item?id=49677531 Points: 1 # Comments: 0
Article URL: https://github.com/no-human-ai/no_human Comments URL: https://news.ycombinator.com/item?id=49677527 Points: 1 # Comments: 1
Article URL: https://apps.apple.com/us/app/expert-chase-ai-for-life/id6766313000 Comments URL: https://news.ycombinator.com/item?id=49677495 Points: 1 # Comments: 1
Article URL: https://www.youtube.com/watch?v=ECLy6JnBdoY Comments URL: https://news.ycombinator.com/item?id=49677407 Points: 1 # Comments: 0
Article URL: https://simonwillison.net/2026/Sep/11/feeling-sad-about-ai/ Comments URL: https://news.ycombinator.com/item?id=49677163 Points: 2 # Comments: 0
Article URL: https://cs.brown.edu/people/sk/Publications/Papers/Published/fkl-teach-nov-agentic-ai-era/paper.pdf Comments URL: https://news.ycombinator.com/item?id=49677108 Points: 2 # Comments: 0
Article URL: https://technode.global/2026/08/27/sensetime-h1-2026-first-profit-generative-ai-revenue/ Comments URL: https://news.ycombinator.com/item?id=49676992 Points: 1 # Comments: 0
Article URL: https://arxiv.org/abs/2609.06889 Comments URL: https://news.ycombinator.com/item?id=49676923 Points: 1 # Comments: 0
Article URL: https://www.nytimes.com/2026/09/12/technology/doomsday-discussions-ai-companies.html Comments URL: https://news.ycombinator.com/item?id=49676877 Points: 1 # Comments: 0
The danger is not that AI makes yesterday’s work easier or kills humanity. The danger is that we use it only to produce more of yesterday’s work. more ads, more low qual content, more bureaucratic language, more basura. Meanwhile, some of the loudest voices selling “AI safety” deserve antitrust scrutiny. When incumbent firms warn that the technology is too dangerous for ordinary competition but conveniently safe inside their own products, partnerships, and forthcoming IPOs...fear begins to look
AI is getting pretty good at writing code. Not all of it, obviously, but enough that I keep wondering what this does to the job of a software engineer. If writing the code is no longer the hard part, what is? Understanding the problem? System design? Knowing the product and users? Making good decisions about what to build? What do you think will make someone a really good software engineer in the next few years? Comments URL: https://news.ycombinator.com/item?id=49676852 Points: 2 # Comments: 1
Article URL: https://withspecific.com/benchmarks/real-swe Comments URL: https://news.ycombinator.com/item?id=49676820 Points: 25 # Comments: 12
Article URL: https://finance.yahoo.com/technology/article/block-cfo-on-ai-doomsday-debate-we-need-to-balance-innovation-and-safeguards-163715189.html Comments URL: https://news.ycombinator.com/item?id=49676808 Points: 1 # Comments: 0
Article URL: https://twitter.com/QuanquanGu/status/2098858841903681902 Comments URL: https://news.ycombinator.com/item?id=49676800 Points: 2 # Comments: 0
Article URL: https://lyfe.ninja/news/the-accountability-gap-in-ai/ Comments URL: https://news.ycombinator.com/item?id=49676697 Points: 1 # Comments: 0
Article URL: https://github.com/Tommkruix/agentrulebench Comments URL: https://news.ycombinator.com/item?id=49676575 Points: 2 # Comments: 0
Article URL: https://www.axios.com/2026/09/12/openai-public-ipo-delay-sam-altman Comments URL: https://news.ycombinator.com/item?id=49676564 Points: 6 # Comments: 0
