Developer Guide

• Architecture
  • Layer diagram
  • Key design decisions
  • ADRs
• Agent Run State
  • Intent
  • Request Signals
  • Open First
  • Verify
  • Risks
  • Workflow
  • Storage Contract
• Codex Subagents
  • Intent
  • Request Signals
  • Open First
  • Verify
  • Risks
  • Workflow
• Constructive Result Unification Execution Plan
  • Intent
  • Request Signals
  • Open First
  • Verify
  • Risks
  • Mission
  • Target Shape
  • Non-Goals
  • Working Principles
  • Tracking
  • Milestone M0: Baseline, Contract Freeze, And Deletion Inventory
  • Milestone M1: Shared Result Core And Canonical Contract Extraction
  • Milestone M2: Explicit Export Boundary Rewrite
  • Milestone M3: Overlay Cutover To Canonical Native Tabular Results
  • Milestone M4: Clip Cutover To Canonical Native Tabular Results
  • Milestone M5: Dissolve Cutover To Canonical Native Tabular Results
  • Milestone M6: Planner-Selected Workload Families
  • Milestone M7: Fused Stage Clusters And Specialized Kernel Family Acceleration
  • Milestone M8: Wrapper Deletion, Convergence, And Final Verification
• CUDA Kernels
  • Kernel inventory
  • Adding a new kernel
  • Precision compliance
  • Precompilation
• Testing
  • Running tests
  • Test categories
  • Shapely oracle pattern
  • Strict native mode
• Pre-commit System
  • Intent
  • Request Signals
  • Open First
  • Verify
  • Risks
  • Quick Start
  • Layer 1: Deterministic Checks (git pre-commit hook)
  • Layer 2: Pre-Land Review Skill (Codex, proactive)
  • Layer 3: PreToolUse Hooks (legacy Claude Code, mechanical)
  • Adding New Checks
  • Troubleshooting
• Contributing
  • Setup
  • Code style
  • Pre-commit hooks
  • Verification
  • Release process