Deep-dive explorations into AI systems architecture, edge privacy, deterministic state machines, and the discipline of durable software engineering.
Most AI prototypes fail when deployed to production because LLM latency is variable, API costs compound exponentially, and customer PII is sent raw to third-party endpoints. DevvProxy solves this at the network boundary.
In legal tech, a 95% accurate model is a 100% liability. JurisDraft was engineered to enforce contractual correctness through deterministic schema validation and multi-tier human-in-the-loop review.
Rendering dynamic 3D worlds in the browser without dropping frames requires ruthless memory management, geometry instancing, and avoiding garbage collection pauses during the render loop.
Engineering maturity is not about how many libraries, patterns, or abstractions you can fit into a codebase. It is about how few lines of code you need to solve a real human problem reliably.