LLM

• When AI Agents Remember: Building Persistent Memory for Autonomous Coding

  What happens when you give an AI coding agent memory that persists across tasks? It stops repeating the same mistakes. Here’s how lgtm and snap use persistent findings, shared context, and self-recovery to close the loop from planning to merged PR.

• Scaling Up LLM Codegen Workflows for Bigger Projects

  A refined, step-by-step process for managing larger projects with LLM codegen workflows—response to Harper Reed’s blog post.