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Deterministic autonomous immune system on GitLab Duo that isolates pipeline crashes and purges CVEs in 4.8 seconds.

Select Crisis Target: Stage 1-click autonomous resolution

Incident Locus: ● 02:14 AM P0 OUTAGE

P0 OUTAGE #884192

Payment Gateway Crash

TypeError: float * NoneType

MTTR: 4.8s (560x faster) src/orders.py:42

CVE-2023-32681

Supply Chain Vulnerability

OSV Audit: requests 2.28.1

Auto-Bump: 2.31.0 requirements.txt

GREENOPS SCI AUDIT

Bloated Container Image

Weight: 1,015 MB → 142 MB

-86% Multi-Stage Dockerfile

1-Click closes loop: Root cause → Sandbox AST fix → Alpine multi-stage → Verified MR

→ →

Auto-advancing in 3s...

P0 Incident Detected: GitLab CI Job #884192 Failed EXIT 1

Intercepted via webhook at 02:14:38 UTC • Root Cause: TypeError in payment calculation • CVSS 7.5

GitLab CI Runner Trace Log

pipeline #884192 • runner-k8s-us-central1

$ pytest tests/

tests/test_auth.py .... [ 28%]

tests/test_orders.py ..F. [ 57%]

=================================== FAILURES ===================================

TypeError: unsupported operand type(s) for *: 'float' and 'NoneType'
tests/test_orders.py:42: in calculate_tax → return order.total * tax_rate

ERROR: Job failed: exit code 1

Diagnosis Agent: Crash Isolated to Line 42 Sentry Event: #evt-991204

Google OSV Threat Intelligence

HIGH CVSS 7.5

CVE-2023-32681 • requests==2.28.1

Unintended leak of Proxy-Authorization headers to destination servers on redirects.

✓ OSV Recommended Patch: Upgrade to requests >= 2.32.3

Runtime Footprint (Pre-Optimization)

1,015 MB

Base Image: python:3.11 (Debian Bullseye)

Security Posture: Runs as root (UID 0)

SCI Carbon Intensity: 214 gCO2e / deployment

Deterministic AST Surgery & Sandboxed Pytest Verification ZERO REGRESSIONS

Python AST rewriting • Defensive null-guard injection • Isolated container pre-flight gate

src/orders.py • AST Unified Diff

✓ SYNTAX VALIDATED

@@ -39,6 +39,7 @@ class OrderProcessor:

40 | def calculate_tax(order, tax_rate=None):

42 - return order.total * tax_rate

42 + rate = tax_rate if tax_rate is not None else 0.0825
43 + return round(order.total * rate, 2)

44 | def submit(self):

AST Transformer: ast.NodeTransformer (Zero LLM Hallucination) ✓ Clean Parse

Pre-Flight Isolation Sandbox

EXIT 0

$ python -m pytest tests/test_orders.py -v

rootdir: /tmp/aegisops-sandbox-884192

collected 4 items

✓ tests/test_orders.py::test_init PASSED

✓ tests/test_orders.py::test_tax_calculation PASSED
Result: Total $97.43 (Tax: $7.43, 0 TypeErrors)

✓ tests/test_orders.py::test_submit PASSED

------------------------------------------------

✓ 4 passed in 0.42s (0 regressions)

Isolation: Docker Distroless Sandbox ✓ Gate Passed

Incident Remediated in 4.8s • GitLab Merge Request Ready MR !1 OPEN

Branch: aegisops-fix-884192 • 9/9 DevSecOps Stages Green • SOC 2 CC6.8 Compliant

Inspect Live GitLab MR !1 →

Mean Time to Remediate

4.8s

560x Faster than Manual

Industry average: 2.4 hours

Security & CVE Status

0 CVEs

requests → 2.32.3

Google OSV API v1 Verified

Container & Carbon (SCI)

-86.0%

142 MB (was 1,015 MB)

184 gCO2e saved / deploy

Compliance & Audit

100 / 100

SOC 2 CC6.8 • ISO 27001

Cryptographic Hash Attested

All 9 GitLab DevSecOps CI Stages Passed on commit aegisops-fix-884192