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AI, cybersecurity, machine learning, scraping & programming news.
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,...
TXR: An Original, New Programming Language for Convenient Data Munging
The article is ready. Here is the rewritten piece: Most programming languages pick a lane. TXR, a project that started in 2009, refuses to. It ships two languages in one binary: a pattern-matching language for scraping structured...
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...
Ask HN: Is provider KV caching sufficient for agent swarms and long run agents?
The article is ready. Here is the rewritten piece: Inference providers manage KV caches automatically, and for simple request-response workloads that is fine. For agent swarms and long-running agents, it is a bottleneck. A develop...
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....
Kubernetes 1.37 Released: Stable Metrics API and Rootless Kubelet in Beta
The article is ready. Here is the rewritten piece: Kubernetes 1.37, codenamed Garhwal, shipped this week with 67 enhancements. The release leans hard into two themes that matter for production clusters: security hardening and stab...
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...