Anti-patterns
The six operational anti-patterns of Phase 5: from launch as arrival to the frozen Context Document. With detection signals and prevention.
The six operational anti-patterns of Phase 5: from launch as arrival to the frozen Context Document. With detection signals and prevention.
Six operational anti-patterns of Phase 4: the unsupervised build, optimistic parallelization, late synchronization, siloed Decision Log, track-by-track review, and the technical unanimity gate.
The five Phase 5 artifacts: Signal Log, Context Update Record, Iteration Brief, KPI Dashboard, and living Context Document. With templates and creation sequence.
AI Build Phase effort depends on solution complexity, team structure, and construction model. Measured in Story Files completed and coordination quality, not calendar time.
Phase 5 has no duration. It has a permanent regime. What varies is the intensity of effort depending on Context Document maturity and the product's lifecycle stage.
The AI Build Phase is complete when stakeholders recognize the entire system — not just its components — as faithful to the Problem Statement and Solution Brief.
The internal structure of the Market Phase cycle: nested loops, cadences, the signal-cause-context chain, and the Context Document update flow.
Phase 5 has no Gate Review because there is no next phase. It has a continuous health criterion indicating whether the learning system is operating correctly.
The internal structure of parallel construction: the dependency graph, the distributed Decision Log, integration synchronizations, and the QA Agent's role.
Operational guide: step-by-step process, Problem Statement anatomy, artifacts, gate review, anti-patterns, and effort estimates.
Operational guide: step-by-step process, Solution Brief anatomy, artifacts, gate review, anti-patterns, and effort estimates.
Operational guide: step-by-step process, context system anatomy, artifacts, gate review, anti-patterns, and effort estimates.
Operational guide for executing Phase 4: setup, Story File-driven construction, gap management, fidelity review, and closure. With parallel construction model.
Operational guide for executing Phase 5: measurement activation, signal capture, interpretation, Context Document updates, and iteration cycles.
Six artifacts that evidence faithful construction: distributed Decision Log, updated graph, synchronization minutes, Build Validation Report, Context Document, and the Iteration Brief.
Operational guides for each phase: step-by-step processes, artifact templates, gate reviews, anti-patterns, and effort estimates.
The five steps of Phase 4: environment setup, Story File-driven construction, gap management, fidelity review, and Decision Log closure.
The five steps of Phase 5: measurement system activation, signal capture, interpretation, Context Document update, and Iteration Brief.