We follow a single chat completion request from a client SDK down through the inference server, into the model runner, and finally into the CUDA kernels that execute on a GPU — with the bottlenecks and knobs along the way.
Agentic APIs trade the predictable request-response contract for an autonomous, tool-using endpoint that plans, retries, and adapts. This post covers the architecture, observability, and security patterns needed to ship them reliably.
How to build FastAPI services that survive contact with GPU workloads, long inference calls, and real users. Patterns, anti-patterns, and production code.
A deep dive into idempotency keys for payment APIs, covering architecture, common patterns, failure handling, and real‑world implementation details.
A practical guide to implementing idempotency keys in payment services, with architecture diagrams, code snippets, and real‑world patterns.