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.
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,…
Hello HN ..I am posting here because I have made this bad ass thing. I want to be clear. I'm trying to make somthing worthy of people buying it and getting good value, I have not really shown it off or had anyone look at my site past the occasional web crawler, and I did 100% make this. Its called 0verload and the things it does, I will now list. Automatc…
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…
Article URL: https://github.com/AML-memory/agent-memory-leaderboard Comments URL: https://news.ycombinator.com/item?id=49145408 Points: 1 # Comments: 0
Article URL: https://github.com/ANIRudH-lab-life/job-radar Comments URL: https://news.ycombinator.com/item?id=49141408 Points: 6 # Comments: 0
Article URL: https://zenodo.org/records/21753002 Comments URL: https://news.ycombinator.com/item?id=49140080 Points: 10 # Comments: 4
I use the terminal a lot, but I don't remember every command, flag, and syntax available. ffmpeg, piping to awk, find, etc... I know I'm not cool enough, but it's crazy-making. I get into a regular pattern of asking Claude, ChatGPT, or a local model how I'd write a command or do something with some files or a prompt, then going back to the terminal with a…
Article URL: https://authoryze.ai Comments URL: https://news.ycombinator.com/item?id=49148057 Points: 3 # Comments: 2
deepseek-ai/DeepSeek-V4-Flash-0731 The latest release in DeepSeek's V4 family, "with substantially enhanced agentic capabilities". It's 304 billion parameters - 167GB on Hugging Face - but it appears to punch well above its weight. Artificial Analysis rank it ahead of MiniMax M3 - a 428B model. It's $0.14/million input and $0.27/million output pricing mea…
Article URL: https://blog.dlang.org/2026/06/07/teaching-an-ai-to-know-itself-building-a-local-llm-agent-in-d/ Comments URL: https://news.ycombinator.com/item?id=49149134 Points: 1 # Comments: 0
Article URL: https://gavinray97.github.io/blog/design-by-contract-and-effects-for-llms Comments URL: https://news.ycombinator.com/item?id=49148299 Points: 1 # Comments: 0
Article URL: https://atomadic.tech/ Comments URL: https://news.ycombinator.com/item?id=49146409 Points: 1 # Comments: 0
Article URL: https://systems.seas.harvard.edu/blog/burstiness-is-all-you-need/ Comments URL: https://news.ycombinator.com/item?id=49144498 Points: 1 # Comments: 0
Article URL: https://www.lesswrong.com/posts/GPbWyHgx9hCLMdAjc/mud-as-ai-evaluation-and-llm-judge-distortion-in-ways Comments URL: https://news.ycombinator.com/item?id=49141862 Points: 4 # Comments: 0
Article URL: https://ankursethi.com/blog/prevent-cognitive-debt-by-manually-retyping-llm-generated-code/ Comments URL: https://news.ycombinator.com/item?id=49146214 Points: 3 # Comments: 0
Open letters about AI development I wrote this summary of the past few weeks of open letters as a section of my sponsors-only newsletter but I've decided to share it here as well. Open Weights and American AI Leadership was shepherded by Microsoft, dated July 24th, and signed by 235 AI-adjacent companies including NVIDIA (see Jensen's first ever tweet ),…
Article URL: https://cretezy.com/2026/aur-ai-security/ Comments URL: https://news.ycombinator.com/item?id=49149119 Points: 1 # Comments: 1