From legacy processes to autonomous code factories
I redesign how your teams build software with AI agents. Not a tooling rollout. A full methodology shift from ticket-driven ceremonies to spec-driven, agent-assisted delivery. Two-stage rollout: foundation first (tooling, training, quick wins), then methodology shift (automated reviews, connected requirements, observability flywheels). All the way to L4: autonomous agents ship features, review-gated, humans set priorities.
- L0 to L4 maturity: from no AI tools to autonomous code factories with review-gated agent delivery
- Two-stage rollout: Stage 1 foundation (20-30% gain in weeks), Stage 2 methodology shift (2-3x sustained)
- Everything-as-code: infra, prompts, evals, guardrails and agent skills — versioned, traced, auditable
- Eval-driven gating, cross-model review and deterministic checks before anything ships