K.01Distributed systems
Designing for failure, asynchronous boundaries, idempotency, and the realities that appear after the happy path.
K.02Cloud architecture
Serverless systems, queues, observability, deployment safety, and infrastructure that earns its complexity.
K.03AI memory
How unstructured voice becomes useful context, action, recall, and a quieter relationship with information.
K.04Performance engineering
Finding leverage in data access, caching, service boundaries, payloads, and the measurements that matter.
K.05Engineering leadership
Standards, review culture, mentoring, and decision systems that help teams ship without accumulating chaos.
K.06Product building
Turning personal friction into software—from first-principles problem framing to a product people can actually use.