AI coding agents don’t need more freedom. They need a harness. ⛓️
After months of building with coding agents, I stopped writing "please be careful" in prompts. Instead, I built a 4-layer harness to control them.
Here is why I did it, how it works, and the results: 👇
4b/ WORKFLOW & RESULTS 📈
• Resumable: State logs to spec to survive context limits.
• Review: Tight cycles finish before I merge.
• Bugs caught: Found lost updates, race conditions & deadlocks early.
• Token savings: Cheap models search; expensive ones judge.
Adrien de Peretti retweeted
Help us shape the future of AdonisJS.
AdonisJS has grown a lot over the last few months. We went from 30K to 130K weekly installs, which is roughly 4x.
This means, there are a lot of new developers and teams that I have never heard from.
I've put together a short anonymous survey (4 min) to hear what you're building, where you get stuck, and what to prioritize next.
tally.so/r/obgR8M
Game changed 🔥
One of our customers Remigiusz from Flipico Agency is creating and migrating quite a few stores over to Bloom. He is planning on more from what I hear! 🔥
Super excited to help them grow and get more deals converted with @bloomdotchat ! 🫡
We're leveling up our collaboration features in @bloomdotchat with multi-sessions soon.
Your entire team can build features in parallel, generate previews for reviews, and promote then to production when ready.
Adrien de Peretti retweeted
Introducing integrations in @bloomdotchat
Connect third-party services like @SlackHQ , @klaviyo , @CookiebotCMP , and more with a click of a button. Bloom builds your integrations end-to-end hassle free.
What other services would you like to see part of the integrations list?
We have so many things cooking for Bloom by Medusa Very excited about the future 🎊 If you havn't yet, give it a shot 👉 bloom.chat/
Adrien de Peretti retweeted
Announcing Collaboration in Bloom.
Invite your team members to collaboratively build and operate your store.
Read the announcement post in comments.
















