Vaidya now heals your whole stack โ and improves itself
Self-healing just went full-stack and recursive: Vaidya fixes front-end and back-end, proves every fix in a real browser, and grades itself so it gets measurably better each week. What you feel is instant, reliable support โ most issues fixed before anyone opens a ticket.
When we introduced Vaidya, the self-healing agent watched over the logic behind your Vedas. Today it does two things it couldn't before, and both are things your customers feel directly.
First, healing is now full-stack. A broken button in the interface and a broken query in the back-end are both Vaidya's job โ it diagnoses and repairs the front-end and the back-end, and it refuses to call anything "healed" until it has re-run the exact broken path in a real headless browser, clicking through the live UI the way a person would. No render check quietly passing off a data bug as fixed.
Second, Vaidya now practices Recursive Self-Improvement: it measures its own effectiveness every cycle, learns a reusable playbook from every confirmed fix, and gates every change to its own logic against a test set that only grows โ so it can get sharper, but never dumber.
What's new
- Full-stack self-healing. Vaidya now repairs the front-end interface and the back-end logic, opening a reviewed pull request for each โ not just server-side fixes.
- Verified in a real browser. Before any fix is marked healed, Vaidya re-runs the exact failing path headlessly and drives the live UI with computer-use. "Verified" always means proof, never a guess.
- Vaidya IQ. Every cycle it scores its own autonomous-resolution rate, false-heal rate, re-open rate, and time-to-fix, and snapshots the trend โ so its effectiveness is measured, not assumed, and visible run to run.
- It can never make itself dumber. Any change to Vaidya's own brain must clear an immutable gold set of tests that only grows. Capability ratchets up; a regression is blocked before it can ship.
- Learns from every fix. Confirmed heals and human corrections become reusable playbooks injected into future diagnoses โ the platform compounds its own hard-won experience.
Why it matters
The benefit isn't abstract. It's instant, reliable support: because Vaidya covers the whole stack, proves its work, and gets better every week, most issues are found and fixed before anyone opens a ticket โ and the fixes that land are the fixes that actually hold.
This is the difference between a code generator and a platform. Vaidya is the only AI teammate that maintains the software it built, across the full stack โ and steadily sharpens itself while it does.
The dashboard buttons stopped doing anything after your last update.
Found it โ a front-end handler was throwing before the click ever reached your data. I fixed the interface, then re-ran the exact flow in a real browser and clicked every button to confirm they work end to end. Shipped and verified โ nothing for you to do.
Vaidya ยท diagnosed, fixed, and browser-verified autonomously