Mirendil says one researcher plus agents pretrained a coding model in 3.5 months.
My scale is smaller. Three Codex worktrees opened 9 PRs before lunch, and I reviewed 4 by dinner.
Now each agent gets 2 open PRs max. The third task waits until I merge one.
What's your review limit?
Claude Security now re-scans every commit and reopens findings that come back.
Good, because an agent asked to "clean up" auth will restore the old middleware from git history, IDOR included.
My security fixes now ship with a regression test named after the bug: idor-orders.test.ts.
What keeps your old bugs dead?
Claude designed 318,000 scorpion antivenom binders in 64 hours. 211 went to the lab. 17 bound tightly.
The model was the cheap part. The wet lab picked the 17.
Coding agents are the same shape. Generating 20 fixes for a flaky test costs nothing. Mine only reach me if they pass pnpm test 50 times in a row in a clean worktree.
What's your wet lab?
CleanYourTV is trending: people pointing Claude at a Xiaomi TV over ADB to strip the ads.
Fun until the agent decides com.android.tv.settings looks like bloat. No git on a TV. No revert button.
Before mine runs a single pm uninstall --user 0, it dumps pm list packages to before.txt. Rollback is cmd package install-existing.
What's your undo when the target isn't a repo?
Long agent runs have a failure mode no benchmark measures: no error, no exit, the model just stops and waits.
Classic: Codex on a 40-step migration goes quiet at step 31 at 2am. You find out at 9.
My watchdog tails the session log. 10 minutes with no new line, it sends "continue" once, then pings me.
What wakes yours?






