AgenticAI
Coding agents hallucinate APIs and forget what they learn between sessions. Andrew Ng just built infrastructure to fix it. Context Hub is an open-source tool that gives coding agents curated, versioned documentation instead of relying on training data. That premise, straight from the README, describes the exact failure mode
AgenticAI
Most companies treating agent-pickability as a distribution problem are solving the wrong layer. Getting into training data, appearing in MCP registries, reducing integration friction to five lines of code: that's necessary. It's also table stakes within eighteen months. The durable advantage is further down: whether
AgenticAI
When the Same Patterns Reveal Different Products I built two MCP servers to test the same question: should this product be agentic? Same patterns applied to both. One confirmed the agentic hypothesis. The other falsified it. What I'd been calling a "movie recommendation agent" was actually