Infrastructure

Today is less about launch hype and more about engineering boundaries: RF sensing, inference efficiency, local agent memory, MCP desktop control, network paths, and async failure modes at the edge.

Today’s digest is about making developer AI and infrastructure operational: better coding evaluations, reusable agent skills, local memory, Postgres scaling, and the network paths that quietly decide latency.

Today’s picks are about AI moving from demos into engineering systems: new Claude, agent CLIs, AI pentesting, video-based verification, Kubernetes in the browser, and the operational edges around policy, metadata, and IPv6.

honker.dev squeezes durable queues, streams, pub/sub, and cron into a single SQLite file. Simon Willison ships datasette-llm-limits to turn LLM bills into a first-class governance object. CopyFail re-opens the disclosure-ethics debate, and Belgium and Rivian both walk back things the industry treated as settled.