Dev Thoughts
Deep dives on AI integrations, full stack architecture, freelancing, and things I wish someone had written earlier.
Building a Production-Ready RAG Pipeline with LangChain
Most RAG tutorials stop at the hello-world demo. Here's how I build RAG pipelines that actually hold up in production — with proper chunking, metadata filtering, and re-ranking.
The NestJS + Next.js SaaS Boilerplate I Reuse on Every Project
Auth, RBAC, Stripe subscriptions, Swagger, and a clean monorepo setup. This is the starter kit I've refined over 3 years and dozens of client projects.
How I'm Positioning Myself on Upwork in 2026 as an AI Developer
The AI integration niche on Upwork grew 178% YoY. Here's exactly how I plan to capture that demand — my niche, my profile strategy, and the skills I'm doubling down on.
AWS Bedrock for Full Stack Developers: A Practical Guide
Claude and GPT-4 are great, but deploying AI features on AWS Bedrock gives you enterprise-grade security, compliance, and pricing at scale. Here's the practical setup.
Migrating a Large Angular App to Next.js 14: Lessons Learned
After migrating two enterprise Angular apps to Next.js App Router, here's what I'd do differently, what went smoothly, and the gotchas nobody warns you about.
More posts coming soon. Follow for updates.
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