Documented production failures from real AI execution work. Every entry has a root cause analysis, resolution timeline, prevention pattern, and a confidence score for the verified fix.
These failures occurred while building TrustSeal, ScamCheck, and AI Execution Lab — real products built by A Square Solutions. No fabricated incidents.
20
Documented
18
Resolved
7
High / Critical
7/20
High Confidence
Recurring Pattern Families
Module Boundary Violations
2 instances · 80 confidence
Dependency Default Behavioral Changes
3 instances · 57 confidence
Runtime Environment Scope Drift
8 instances · 70 confidence
Infrastructure Timing Dependencies
2 instances · 60 confidence
Authentication Encoding Pitfalls
2 instances · 83 confidence
All Failures — Chronological
Lost session context for 3 uncommitted file changes and 2 background agent references. Required re-reading 6 files and reconstructing the operational state from git diff and agent output files.
Temporary alarm when GSC showed indexed page count dropping from ~370 to ~340 across a 3-day crawl window. Audit confirmed all excluded pages were intentional (internal planning docs, thin-tag pages). No production content was accidentally deindexed.