No sponsor this week. The site bar is empty. The open slot is $200.
Sponsor · $2004 reported cases.
An MCP server lets Claude Code summarize ~30 Reddit threads in ~10 seconds as research before coding.
Outcome · ~30 threads summarized in seconds; reported large time save.
ChatGPT uses GitHub MCP and per-repo AGENTS.md to write discussion/decision summaries into repos.
Outcome · Persistent decision memory in-repo.
Karpathy-style autoresearch agents edit a training script, run trials overnight, and keep only improvements.
Outcome · Hundreds of overnight trials with rollback discipline.
Labs ask Claude Code/Cursor to clone a paper repo, install deps, and reproduce metrics, flagging gaps.
Outcome · Faster reproduction attempts with explicit blockers.