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Show HN: Skillgesture – versioned, on-demand skills for AI agents
Why AI agents need a structured skill repository As AI coding agents become more capable, the instructions and context they need to do their work are growing harder to manage. Developers building multi-agent workflows run into the...
Podcast: Securing AI Agents: Identity, Authorization, and the DPACT Framework
Why AI agents break traditional identity models The software industry is shifting from evaluating developers on their ability to write code to evaluating them on their ability to orchestrate AI agents. Sahil Agarwal, an area engin...
Presentation: The Agent Harness: Control Planes, Invariants, and Approval Boundaries for Production AI Agents
Why silent success is worse than a crash Vinoth Govindarajan, who leads core data and AI infrastructure at OpenAI and previously built distributed systems at Uber and Apple, opened his talk with a failure shape that does not show...
Show HN: I wrote the code and let an LLM review it
The article is ready. Here is the rewritten piece: A developer at Amazon built an MCP server for fetching YouTube transcripts, using Claude Opus 5 as a mentor that planned the project, reviewed every step, and answered questions,...
OSS, security and Funding: libjpeg-turbo
The article is ready. Here is the rewritten piece: libjpeg-turbo sits behind nearly every JPEG image displayed on any screen. It runs in web browsers, mobile apps, and computer vision pipelines. The top Python libraries for decodi...
Deterministic grounding checks for LLM agents, no LLM in the hot path
The article is ready. Here is the rewritten piece: LLMs hallucinate confidently. They cite files that do not exist, reference line numbers in code that was never written, and stitch together plausible-sounding claims from nothing....
Ask HN: Anyone Played with Jetson Orin Nano Super?
The article is ready. Here is the rewritten piece: NVIDIA's Jetson Orin Nano Super Developer Kit hit the market earlier this year at $249, promising 67 TOPS of AI compute in a package the size of a credit card. The question floati...
How I view LLMs as Sept 2026
The article is ready. Here is the rewritten piece: A developer who has spent over $30,000 in API tokens since January across Codex, Claude, and GLM has a framework for understanding where LLMs stand in September 2026. The mental m...
Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design
Procedural Memory That Gets Better Without Retraining the Model Professional graphic design sits at an uncomfortable intersection for AI agents. A single design brief can require dozens of interdependent operations, arranging asse...
APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
The Authorization Gap: What Stops an AI Agent from Sending Money Where It Shouldn't Every payment-capable AI agent has two things: a tool that moves money, and a policy that says where the money can go. An attacker talks to the ag...