Technical Blog / Engineering Notes

Ideas for shipping useful systems.

Practical writing on APIs, infrastructure, observability, cloud architecture and connected hardware - the skills behind production-ready engineering.

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Building production-ready FastAPI services

A practical architecture for validation, dependency boundaries, async I/O, observability and deployment when an API needs to survive production traffic.

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Latest articles

Five technical guides drawn from backend, DevOps and hardware engineering practice.

Designing a CI/CD pipeline that developers trust

Build once, test clearly and release predictably with quality gates and rollback paths.

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Observability for container workloads

Turn metrics, logs and alerts into a system that answers incidents quickly.

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Choosing serverless or containers on AWS

A decision framework for Lambda, API Gateway and containerized services.

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From ESP32 prototype to cloud-connected product

Reliable telemetry, security and device operations beyond the proof of concept.

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