Each discipline is a specialist
10 AI agents, each modeled after L5 Principal-level expertise. They share memory, communicate through an E8-encoded event bus, and reach consensus through Byzantine protocols.
Orchestrates technical initiatives, manages dependencies, and forecasts risks. The strategic planner who sees the whole board.
Product strategy, roadmaps, and prioritization. Uses RICE+EFE hybrid scoring to balance impact, confidence, and free energy.
Team health, capacity planning, and performance tracking. Predicts burnout while always requiring human judgment for people decisions.
Code quality, architecture decisions, and tech debt. Reviews PRs with expert patterns and performs deep security analysis.
Data pipelines, quality monitoring, and schema management. Builds infrastructure for data flow with CDC, Great Expectations, and cost optimization.
ML experiments, causal inference, and fairness auditing. Uses DID, RDD, IV, and PSM for rigorous causal effect estimation.
User research, interview synthesis, and persona generation. Extracts themes from qualitative data at scale โ human facilitation required.
Positioning, competitive intelligence, and launch planning. Generates battlecards with positioning jujutsu and real-time competitive alerts.
UI/UX design, accessibility auditing, and design systems. Uses iterative design โ critique โ refine loops with multi-persona feedback.
Testing, chaos engineering, and safety verification. Has veto power on any action that violates safety constraints. The guardian of quality.