Llm

The post highlights constraints, mechanisms, and factors influencing Agentic Engineering, emphasizing the types of bottlenecks we’re hitting and how GPU shortages are driving product changes.

We observe Agentic Engineering to amplify impact of power users increasing the gap to everyone else. This post explores approaches to teaching Agentic Engineering.

The autoresearch technique promoted by Andrej Karpathy is easily accessible in the pi coding agent.

Cupcake enables policy enforcement for AI coding agents like Claude Code, Cursor and OpenCode

This post explores Hunter, Skeptic, Arbiter prompting for finding vulnerabilities in code as an example of debate-style prompting.