Repo: https://t.co/98BLjL3l5E
Issues: https://t.co/aDi30dISIq
Or paste the README's setup prompt into your agent: "Read https://t.co/HYg8C9pYza then set me up on Beacon" (pick Local if asked).
Not install-tested by us; facts from the README.
Which agents do you switch between?
Hit your Claude Code limit, switch to Codex, then spend 20 minutes re-explaining your project?
Beacon is open-source (MIT) memory shared across Claude Code, Cursor, Codex, OpenCode and 20+ other agents.
What it does, safe setup, open issues and a handoff prompt π§΅
Paper: https://t.co/A7Z9WRTLSC
Code: https://t.co/FTqYFBWzqR
Google Cloud AI Research + Northwestern.
What's the one line in your agent's instructions that changed its behavior the most?
Same frozen model. Up to +11.5 points on an office-work benchmark.
Google didn't touch the weights. It had an AI editor rewrite the agent's harness, task by task.
HarnessΒ² in 6 lines π§΅
(4/4)
4. VERIFY: tell me how to rerun the same task with A, with B and with both, and what difference in the output would prove each one worked. I keep only what the rerun supports.