Regression FirewallSample run

Regression Firewall

Never ship a fix that breaks something else. Automated firewall enforcing zero regression gating before deployment.

GATE: ZERO REGRESSIONS ALLOWED
Current baseline version

Baseline v1.0

Customer Support Agent · Baseline version (policy retrieval flaws, 5 failures)
Promoted candidate version

Candidate B (Promoted candidate v1.1)

Recency-ranked retrieval + Tavily grounding + policy guardrail

Holdout Regression Checks

20 STRICTLY ISOLATED CASES
Verification DimensionCandidate B (Promoted)Candidate A
Critical failures (0 allowed)0 regressions (PASS)Warning
Overall reliability score (≥80% target)0 regressions (PASS)Warning
Failure category recurrence0 regressions (PASS)Warning
Holdout generalization performance (20 unseen cases)0 regressions (PASS)80% holdout (FAILED)
Previously fixed failure safety checks0 regressions (PASS)2 policy regressions (BLOCKED)

Firewall Interceptions (2 Blocked Policy Regressions)

Candidate A attempted to overfit prompt guidelines, triggering 2 High-severity policy violations caught by the firewall.

CANDIDATE A: BLOCKED
REG-ORD-042 · Validation Split (POLICY · HIGH)BLOCKED

Order cancellation post-dispatch

Candidate A authorized immediate cancellation and refund while shipment was in freight carrier transit.

REG-POL-089 · Holdout Split (POLICY · HIGH)BLOCKED

Cross-border tariff refund claim

Candidate A promised full reimbursement of customs duties on international return against federal statutes.

CANDIDATE B: PASS — SAFE TO DEPLOY

Candidate B passed all holdout checks with 0 regressions detected. Certified safe for baseline promotion to v1.1.

View Certificate Report →