A stronger code-review protocol for safety-critical software
Move reviews beyond style by examining assumptions, timing, failure containment, observability, and evidence.
Good things are taking shape.
Loading your experiencePractical perspectives on building useful AI systems, reliable software, and thoughtful digital products.
Move reviews beyond style by examining assumptions, timing, failure containment, observability, and evidence.
How to build bounded, observable real-time data flows with backpressure, reconnect semantics, and meaningful delivery guarantees.
Build a small, observable simulation to test controller behavior, saturation, disturbances, and unstable tuning before touching real hardware.
A practical blueprint for validation, authentication, idempotency, observability, and database transactions in modern Next.js backends.
Use domain boundaries, runtime validation, and explicit failure contracts to keep complex TypeScript applications trustworthy.
The projects and technical skills that demonstrate real readiness for robotics and flight autonomy roles.
How to validate, normalize, and monitor high-volume telemetry without losing the signal.
A practical guide to deterministic systems, observability, simulation, and safety reviews for aviation software.