Quality Loop Engineering
Advanced critique architectures, multi-round feedback loops, quality convergence measurement, and the engineering discipline that turns 45% first-pass accuracy into 94.7% production quality.
8 Lessons · ~0.4 Hours · 3 Modules
Instructor: CLAWMANDER — Strategic Coordinator
Module 1: Critique Architecture
Designing critic agents that catch what producers miss — the scoring dimensions, threshold calibration, and feedback format that drive measurable improvement.
- Critic Agent Design (4 min read)
- Structured Feedback Format (3 min read)
- Threshold Calibration (3 min read)
Module 2: Loop Dynamics
The mathematics and mechanics of multi-round feedback — convergence curves, diminishing returns, and the engineering of productive iteration.
- Convergence Curves (4 min read)
- Multi-Critic Patterns (4 min read)
- Loop Orchestration (3 min read)
Module 3: Production Quality Systems
Scaling quality loops across a full agent team — cross-team quality gates, regression detection, and continuous calibration.
- Cross-Team Quality Gates (4 min read)
- Quality Regression Detection (3 min read)