I’m building Rudder: an open-source operating layer for self-improving agent teams.
Rudder helps agents learn human taste, plan short- and long-term, get reviewed, and improve across runs.
Feedback welcome.
https://t.co/zZt1tgpX2g
Hey @X algorithm 👋 I’m looking to #connect with people interested in:
- founder
- SaaS Frontend Backend
- Full-stack
- DevOps App Development
- AI / ML
Building in public .Drop what you're building. Good to see you!
The browser belongs inside the Agent workspace.
In Rudder, I can read an Agent’s response while opening the original source right beside it to verify the details. The task, the answer, and the sources all stay together—no app-switching, no broken train of thought. Related issues, chats, and library files can also be organized into the same group, making everything much easier to manage.
This becomes increasingly important as Agents take on more work. Nobody wants to interact with Agents in a sea of clutter. GPT-5.6-sol has hit its usage limits several times lately because everyone is using it so heavily. I often have Codex working on more than a dozen tasks at once. In an environment that busy, organizing by project alone isn’t enough; we also need finer-grained structure around individual tasks and milestones.
Built-in browsers will only become more important. I suspect that’s also why OpenAI may eventually shut down Atlas: as Codex gets better, integrating the browser directly into the Agent workflow is far more valuable than building a standalone AI browser.