APP DATA OS · REGRESSION BANK LIVE DEMO

Replay the failure, seal the fix, and make the next release prove it.

An escaped regression usually has nowhere to go. Here the failure is captured, replayed against the fix, and promoted to a release check the next deploy must pass, with a signed gate verdict on the record.

SUITES
3

durable failure families

REPLAY RUNS
8

recorded replay executions

DEPLOY PASS RATE
93%

current release-gate outcome

READ-ONLY SURFACES

Production workflow states, evidence, and owners at a glance.

REPLAY QUEUE
Prompt injection failure family
GATE ARMED
FAILURE
captured
REPLAY
104 cases
GATE
blocking
SURFACE READING · SEED DATA HERE, YOUR METRICS IN A PILOT
WHAT’S ON SCREEN

Three panels, one record.

REPLAY

The old output and candidate fix are compared side by side.

Compare prompts, responses, expected behavior, failure families, and replay results side by side.

Baseline · Policy bypassFAILED
Candidate · Refusal with reasonPASSING
Delta · Risk removedVERIFIED
SUITE PROMOTION

A one-off incident becomes a reusable release check.

The promoted case gets owner, severity, family, scope, and the threshold required to ship.

Family · Prompt injectionSEALED
Scope · Support agentACTIVE
Threshold · 100% passREQUIRED
DEPLOY GATE

Releases cannot pass while the failure repeats.

The verdict includes suite status, replay evidence, reviewer note, and release linkage.

Release · assistant candidateHELD
Evidence · Signed verdictREADY
Next · Retest fixQUEUED
DEMO PATH

Four steps, one defensible record.

Inspect the work, the gate, the owner, and the record that remains after every decision.

STEP 01

Capture

Record the failure with prompts, payloads, model version, and output.

STEP 02

Replay

Run the candidate fix against the failure family and related cases.

STEP 03

Promote

Turn the incident into a suite case with an owner and threshold.

STEP 04

Gate

Attach the signed pass or fail verdict to the release decision.

WHAT COMES OUT

The regression replay packet, attached.

Owner: Release quality. Status: gate blocking.

01

Baseline output

policy bypass

FAILED
02

Candidate output

refusal reason

PASSING
03

Deploy verdict

assistant candidate

HELD
NEXT PATH

See the proof. Then run it.

This walkthrough is read-only. Start a pilot to run the same loop on your own work, with the figures reading from your live metrics.

Regression Bank demo · AuraOne | AuraOne