Onlook Design Updates: Taming Runaway AI Agents
A single pull request tightens control over long-running AI chat agents, capping tool calls at ten and giving users a pause point to continue or stop, closing out a multi-issue effort to manage cost and reliability.
Duration: PT2M9S
Episode overview
This episode is a short developer briefing from Onlook Design Updates.
It explains recent repository work in plain language.
- Show: Onlook Design Updates
- Published: 2026-08-25T13:20:26Z
- Audio duration: PT2M9S
Transcript excerpt
This excerpt keeps the crawler page concise. Listen to the episode or use the RSS feed for the full update.
Good day, and welcome to Onlook Design Updates for August 25th, 2026.
Today's codebase activity centers on one theme: keeping AI agent loops in check.
Pull request 3137, from prashilthul, extends work started earlier by drfarrell under issue 3052. The core change is straightforward but important: production agent sessions are now capped at ten tool calls. Once that threshold hits, users see a banner with two clear choices — continue the session or stop here.…
There's a smaller but telling detail in this PR too. The pause banner clears automatically when a user sends a new prompt. That prevents a stale "you've hit the limit" message from lingering and confusing someone who's already moved the conversation forward. It's a small UX fix, but it's the kind of detail that…
This PR also closes the loop on a cluster of related issues — 2732, 2761, and 2605 — suggesting this step-limit and cost-control work has been an ongoing, multi-pass effort rather than a one-off fix. The changes touch the chat tab content, the step-limit banner component, and the underlying chat hook, indicating…
One review comment is on record, so this landed with at least a light check before merge.
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