Work
Selected work
Architecture, constraints, tradeoffs, and lessons from building production AI and distributed systems. Professional work is described at a public-safe level.
How to treat CRM state, meetings, and messaging as evidence — then generate sales intelligence without turning the model into a source of truth.
Case study BIndustrial agent memory as infrastructurePersistent memory for industrial agents: operational history, failures, interventions, retrieval, and evidence provenance — treated as a storage and evaluation problem, not a prompt trick.
Case study CReproducible debugging and harness engineeringThe first occurrence of a difficult failure requires investigation. The second occurrence should be cheap — for humans and for coding agents.
Case study DCI workers, queues, and distributed executionSystems knowledge from building and operating CI-related infrastructure: queues, workers, event delivery, retries, and runner lifecycle — without treating the platform as a demo.