[ARCHITECTURE] Project Autogenesis: Automated Resilience & Dynamic Scaling

[LorenzaVolponi]

⚡ The Problem
Analysis of the current PR queue reveals a reactive maintenance cycle:

Resilience Bugs (#470, #474, #477): Edge cases in CircuitBreaker, GotchasMemory, and ConditionEvaluator were caught only in code review, not in CI.
Hardcoded Scaling (#488): New agents require manual file creation, limiting system adaptability.
Test Debt (#426-#442): Unit tests are written manually post-hoc, creating a bottleneck.

🚀 Solution: Autogenesis Framework
A meta-layer that automates validation and scaling:

1. ChaosValidator (Resilience)
   Injects faults (timeouts, nulls, logic inversions) into core modules during CI.
   Impact: Bugs like fix(circuit-breaker): preserve recovery timeout when recordFailure called in OPEN state #470 (timeout reset) and fix(gotchas-memory): apply errorWindowMs rolling window and fix critical sort order #477 (sort order) are caught in the build phase, not review.

2. DynamicFactory (Scaling)
   Synthesizes agent personas dynamically based on project context (e.g., detects React Native -> spawns Mobile Agent).
   Impact: Eliminates the need for hardcoded agent definitions (feat: Add 3 specialized agents (frontend, mobile, security) #488).

3. TestGenesis (Automation)
   Auto-generates test coverage for detected gaps.
   Impact: Closes the test backlog (test: add unit tests for orchestration modules #426-test: add unit tests for CLI and infrastructure modules #442) without manual intervention.

Autogenesis Core.js