A compact digest of model releases, papers, agentic systems, coding automation, infra, security, and high-signal developer discourse. Feed candidates are ranked locally; the scheduled Hermes worker can add qualitative synthesis.
Article URL: https://trufflesecurity.com/blog/scanning-7-6-petabytes-of-ai-training-data-for-secrets Comments URL: https://news.ycombinator.com/item?id=49136955 Points: 28 # Comments: 8
Tuesday was Stateless MCP day - the rollout of MCP 2.0, or the 2026-07-28 Model Context Protocol specification to use the more formal but less memorable name. This is the most significant change to the MCP spec since it first launched, and has also served to reignite my personal interest in the protocol. For background: MCP is the Model Context Protocol,…
Article URL: https://mitsloan.mit.edu/ideas-made-to-matter/ai-financial-advice-surprisingly-good-especially-if-you-ask-right-questions Comments URL: https://news.ycombinator.com/item?id=49139102 Points: 17 # Comments: 11
Article URL: https://blog.jetbrains.com/kotlin/2026/07/introducing-the-kotlin-benchmark-evaluate-ai-coding-agents-on-real-world-kotlin-tasks/ Comments URL: https://news.ycombinator.com/item?id=49136137 Points: 2 # Comments: 0
Article URL: https://arxiv.org/abs/2607.20759 Comments URL: https://news.ycombinator.com/item?id=49136144 Points: 2 # Comments: 0
Article URL: https://supabase.com/blog/introducing-supabase-evals Comments URL: https://news.ycombinator.com/item?id=49136928 Points: 2 # Comments: 0
Local-first AI agents with governed, approval-gated memory. Any model provider; MCP tools and web search built in. Nothing remembered without your say-so, nothing leaves your machine. Comments URL: https://news.ycombinator.com/item?id=49128753 Points: 1 # Comments: 0
Advancing the price-performance frontier with GPT‑5.6 Huge price drop from OpenAI today: GPT-5.6 Terra got a 20% reduction, and GPT-5.6 Luna got a massive 80% drop. OpenAI credit 5.6 Sol with enabling this: in How GPT‑5.6 fuses frontier intelligence with frontier efficiency they describe using 5.6 Sol to optimize load balancing, and more impressively to o…
Investigating three real-world incidents in our cybersecurity evaluations It happened again! This is turning into something of a pattern. Last week OpenAI accidentally exploited Hugging Face when one of their frontier models broke out of a sandboxed container and hacked into Hugging Face to try and get the solutions to the cyber benchmark it was executing…
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident Hugging Face just released this extremely detailed technical description of OpenAI's recent accidental cyberattack against their infrastructure . This attack was very sophisticated, and the resulting document doubles as a crash-course in modern adversarial security a…
Article URL: https://github.com/pochenai/nano-llm-posttraining Comments URL: https://news.ycombinator.com/item?id=49133851 Points: 18 # Comments: 0
Article URL: https://arxiv.org/abs/2607.28165 Comments URL: https://news.ycombinator.com/item?id=49123267 Points: 2 # Comments: 0
Article URL: https://www.openenergytransition.org/posts/ai-coding-agents-should-optimize-for-less-owned-code Comments URL: https://news.ycombinator.com/item?id=49132846 Points: 1 # Comments: 0
Article URL: https://github.com/lace-ai/gai Comments URL: https://news.ycombinator.com/item?id=49129430 Points: 3 # Comments: 0
Article URL: https://arxiv.org/abs/2607.28545 Comments URL: https://news.ycombinator.com/item?id=49126943 Points: 30 # Comments: 11
Hi everyone! Hope you had a great day so far, and maybe its about to get just a little bit better (thanks Winter ;) So I had way to many terminal windows flying about when using Claude, and kept losing track of which terminal / session / project im in right now. So I built a solution for that, presented it to my team, and now we're using our new tool all…
Article URL: https://agentmetry.ai/ Comments URL: https://news.ycombinator.com/item?id=49136373 Points: 1 # Comments: 0
Article URL: https://twitter.com/samliuhappy/status/2083437451729949004 Comments URL: https://news.ycombinator.com/item?id=49131626 Points: 5 # Comments: 3