Linters, Diff-locks, and Test-runners providing bounds.
🛠️
Tool Access (MCP)
Authorized access to file systems and dev-tools.
👤
Human-in-the-Loop
Definitive stages requiring human review and decision.
⚠️
Escalation System
Automatic trigger to human when thresholds or stall-logic fails.
👁️
Full Observability
Every step logged and searchable by meta-agents.
System Governance: This pipeline employs an Autonomous Factory model. Developers operate as Overseers, managing 4–16 parallel pipelines.
While stages 15, 16, and 17 are definitive human checkpoints, the entire system is fully observable and searchable for AI auditing.
The Inquisitors perform agentic truth-audits, providing reports to Hybrid Decider Gates which determine remediation or advancement.
Adaptive Profiles allow for removal of phases or shifting thresholds based on criticality (PoC vs Mission Critical).
Debugging is virtually eliminated; outputs are structurally correct by construction. Missing items represent Spec Deficiencies, not poor coding.
Output after Gate 06 constitutes a Verified 1st Draft.