Research
COG theory, AI engineering, orchestration, and evaluation.
A static research index mockup. Filters are visual placeholders for future content structure.
COG TheoryAI EngineeringEvaluationOrchestration
COG Theory v0.1
COG: A Basic Definition
A concise working definition for Collaborative Orchestration Governance and its role in AI engineering.
AI Engineering v0.1
From Plan Mode to Eval-first Engineering
How plan-driven workflows become stronger when evidence, evaluation, and reproducibility are part of the loop.
Orchestration v0.1
Session Governance for Human-AI Collaboration
A research note on context boundaries, multi-session continuity, and reviewable agent work.