Noon Europe/Berlin rotation. Bounded offline model proposals, executed tests and protected automatic delivery. Only exact-SHA changes passing every independent check can merge. Outcomes below come from published evidence, not a green badge alone.
Fetching actual project evidence...
| Project | Berlin date | Outcome | Executed suite / integration | Measured workload | Evidence |
|---|
A rejected, blocked or no-safe-change result is not a claimed improvement. Serial regression journeys are not simultaneous users. Automated model review is not independent human pentest certification.
Actual isolated model-runtime verification · Policy and operations
Legacy deterministic fixtures only. The following fixed counts, narratives and telemetry are not evidence that these projects were tested or repaired by this harness. The old 09:00 fixture scheduler is disabled.
Every morning at 09:00 AM, the scheduler selects the day's project, runs the 5-stage TDD, Integration, Pentest, Improvement, and 1,000-User simulation pipeline, and publishes verified artifacts.
| Day | Scheduled Time | Project ID | Primary Stack | Engineering Focus | TDD Gate | 1,000-User Post-Fix Errors |
|---|
The Pentest Agent attacks the selected project across 8 adversarial vectors (ATK-01 SQL/FTS5 injection, ATK-02 RBAC escalation, ATK-03 SHA-256 digest forgery, ATK-04 1,000-user SQLite lock contention, ATK-05 payload DoS, ATK-06 XSS/control-byte injection, ATK-07 clock skew, and ATK-08 HTTP security headers).
Every weakness uncovered by the Pentest Agent is handed to the Improvement Agent, which implements the architectural fix following TDD and logs the exact code target and regression test.
Simulates 1,000 concurrent users (3,000 total workflow step requests) across 5 realistic personas, comparing system behavior Before Hardening vs. After Improvement Agent Hardening.
| Virtual User Persona | Users | Total Step Requests | Pre-Hardening Failures | Post-Hardening Failures | Mean Latency | P95 Latency | Executed Multi-Step Flow |
|---|