Stories, insights & tutorials

A detailed Kubernetes production guide covering health probes, resources, graceful shutdown, rollouts, disruption budgets, observability, and recovery drills.

A detailed guide to evaluating RAG systems: dataset design, retrieval recall, groundedness, citations, latency, cost, regressions, and production monitoring.

A detailed architecture guide for secure multi-tenant APIs covering tenant resolution, database isolation, authorization, cache safety, background jobs, and audit trails.

A detailed guide to structuring Terraform AWS environments with remote state, modules, IAM, plans, promotion workflows, drift detection, and deletion safety.

A detailed, incremental plan for moving a production JavaScript codebase to TypeScript strict mode without freezing feature delivery or hiding errors behind any.

Learn the skills behind production AI engineering: Python, data, machine learning, embeddings, RAG, evaluation, deployment, and responsible operations.

A practical frontend developer roadmap for 2026, from web fundamentals and JavaScript to TypeScript, React, testing, accessibility, and deployment.

A project-based data engineering learning path from SQL and data modeling to reliable pipelines, warehouses, testing, and lineage.

A practical Docker and Kubernetes learning path covering images, networking, volumes, deployments, services, health checks, and rollout safety.

Learn Python and FastAPI through a practical API project covering typing, validation, persistence, authentication, testing, and deployment.