Agents that verify their own work, with evidence.
A screen recording is not enough. Ansight gives your agent the complete picture to prove the app did the right thing, the right way, at the right speed.
curl -fsSL https://www.ansight.ai/install.sh | bash
Every run, recorded.
Nobody presses record. Every session is saved with everything the app did, so the proof is already there when you need it.
- Attach to a PRReviewers see what ran, not what you say ran.
- Post-mortemThe agent finds the fault. You skip the repro.
- ReproduceReplay the exact moment on a device, on demand.
- Seed a testA flow you already ran becomes a test you keep.
- Catch regressionsEvery session is checked against its performance range, so drops surface without writing a test.
- Hand offShare the whole picture, secrets already scrubbed.
App
2026-09-04 02:59 · 42m 34s · 90,699 logs
Telemetry
4 Sept 2026, 02:59:32
Four jobs. One loop.
From the first change to the last regression, the agent works against the running app and keeps the evidence. Each job hands the next one what it needs.
Change it, run it, prove it.
The agent checks its own change against the running app, so you review proof instead of hunting for what it missed.
- 01
See and drive the live app
It taps, types, and swipes the real app, and keeps a before and after of every step.
- 02
Reach inside the running app
It reads state, files, and databases, so it knows what happened instead of guessing from pixels.
- 03
Watch performance while building
A slow screen shows up on the change that caused it, not weeks later.
$ ansight ui find --text "Open 3D Guide" --json
1 match · visible · button
$ ansight ui tap --text "Open 3D Guide"
captured · before + after
$ ansight ui assert --text "40 Routes"
Passvisible · 0.8s
A test suite your agent runs before every release.
Write each test as a prompt. Your agent runs the whole suite against a real build and hands back a result for every test, with the evidence attached.
- 01
Tests are plain language
No scripts to maintain. Each test says what should happen, and the agent works the app to find out.
- 02
Keep the stable parts deterministic
Sign-in and setup run as code, fast and the same every time, so the agent spends its effort on the judgment calls.
- 03
Run the suite on every build
Point CI at it and every release candidate gets the full suite, with a pass or fail and the evidence behind each one.
Search for Bunny Bucket, open the crag from the map, and confirm the guide shows 40 routes with a 1.58 km approach. Fail if the approach path is missing.
Reproduce first. Then fix.
A good engineer never fixes a bug from the code alone. They reproduce, watch what happens, then fix. Ansight lets your agent work the same way.
- 01
Start from the report, wherever it comes from
A message from a user or an event from Sentry or PostHog is enough. The agent turns it into a flow it can replay, not a paragraph to interpret.
- 02
Reproduce it before touching code
The agent replays the recorded flow on a real device, sees the failure happen, and gathers what the report left out.
- 03
Fix with proof, not hope
It runs the same flow again on the fixed build. The fix ships with the recording that shows it working.
Approach path missing on crag detail
ApproachesWebClient: Unable to download the gps_paths. Reason: NotFound - Response status code does not indicate success: 404 (Not Found).
Know the moment it underperforms.
Set an acceptable range for each flow, a floor for frame rate, a ceiling for memory. Every session is checked against it, and against the last ones.
- 01
Checked without writing a test
Once the app is registered, every session that finishes is measured on the spot. Ordinary development runs become coverage.
- 02
A window is two events you already emit
Login started to login completed, guide load started to completed. The check measures what happens in between.
- 03
A regression has to earn the name
One bad run is a suspect. It takes consecutive runs over the baseline before it is called a regression, so nobody chases noise.
window auth.login.started → auth.login.completed · 1.8 s
Tests that cost cents, not dollars.
An agent that reads the app instead of staring at screenshots needs far fewer tokens per check. Same four tasks, same app: two computer-use agents against one running on Ansight.
Elapsed time
4.2× faster than Sol. 3.0× faster than Astra.
seconds
Tokens processed
94.7% fewer than Sol. 97.8% fewer than Astra.
total tokens
Token cost
98.7% less than Sol. 99.7% less than Astra.
US dollars, retail
What happened,
not what it looked like.
A recording shows the pixels. A pass or fail says the agent reached the end. Ansight keeps the evidence around every action, so the agent can prove the app did the right thing, and you can check.
Ten stream out of the app around every action, on every session, without anyone pressing record. Four more are there for the agent to read when it needs them.
Streamed
- Screenshots
- UI trees
- Touches
- Logs
- Network
- Crashes
- Navigation
- Memory and FPS
- Events
- Metrics
On demand
- App state
- Preferences
- Files and databases
- Artifacts
| Evidence | Screen recording | Pass / fail run | Ansight |
|---|---|---|---|
| Streamed | |||
| Screenshots | yes | yes | yes |
| UI trees | no | no | yes |
| Touches | partial | no | yes |
| Logs | no | no | yes |
| Network | no | no | yes |
| Crashes | no | partial | yes |
| Navigation | partial | no | yes |
| Memory and FPS | no | no | yes |
| Events | no | no | yes |
| Metrics | no | no | yes |
| On demand | |||
| App state | no | no | yes |
| Preferences | no | no | yes |
| Files and databases | no | no | yes |
| Artifacts | no | no | yes |
Up and running in four steps.
- 01
Install the CLI
Run the local host that connects your app, your team, and your coding agent.
- 02
Add the SDK
Choose the package for your stack. It only ships in your development builds, and your app decides which tools it exposes.
- 03
Connect your app
Simulator and emulator builds connect locally. Use the generic QR workflow when a physical device needs it.
- 04
Inspect with your agent
Let Codex, Claude, Cursor, or another terminal-capable agent run structured ansight commands.
One source of truth across all your apps.
Ship the change
and the proof.
Install the Ansight CLI, connect a development build, and let any coding agent build, test, reproduce, and verify against the real runtime.