Highlights
- •Long sessions no longer lose context — Ava recalls the exact earlier conversation after compression instead of guessing or asking you to repeat yourself.
- •Your own messages are kept word-for-word through compression, and the running summary scales with the session so dense work keeps its detail.
- •Verification now matches the stakes — trivial changes pass on sight, while auth, payments and migrations always get the full check.
- •Ava can confirm work is actually live on its surface, not just committed — closing the gap between "I pushed it" and "it works for you".
Two things make an agent trustworthy on real work: it does not lose the thread on a long session, and it does not call something "done" until it actually is. This release hardens both.
**Context you cannot lose.** When a session runs long, Ava compresses older turns to stay fast and within budget — but compression used to mean fine detail could drift out of reach. Now the full conversation is always recoverable: Ava can read back exactly what you said, what was decided, a path or a value — instead of guessing or asking you to repeat yourself. Your own messages are kept word-for-word through compression, and the running summary now scales with how much there is to keep. On a long build, she stops half-remembering and starts re-reading the record.
**"Done" means proven, not assumed.** Ava now matches how hard she verifies to what is at stake — trivial edits pass on sight, shared-code changes get the whole thing rebuilt, and high-stakes paths like auth, payments and migrations always get the full check, every time. Multi-step builds are verified as an assembled whole, not just task by task. And for anything that has to reach a live surface, she can now confirm it is actually serving — not just committed — instead of telling you "it is live" on faith.