Andreas Atle

Senior AI / Platform Engineer focused on deterministic agent orchestration, explicit constraints, and production-grade control planes.

I design and implement agentic systems that are governed, auditable, and predictable. My work prioritizes execution correctness, cost control, and failure containment over autonomous behavior or prompt cleverness.

• Agent orchestration & control: Planner–Worker–Critic execution with explicit FSM (PLAN → WORK → TOOL → CRITIC → END)
• Constraints & guardrails: Schema-validated I/O, bounded retries, isolated side effects, deterministic termination
• Platform architecture: Controller-driven execution, untrusted agents, typed tool registries, immutable traces
• Operational readiness: Traceability, auditability, cost predictability, and explicit failure modes

No autonomous looping. No agent-owned tools. No hidden control flow. No silent degradation.