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Writing & Thoughts
Technical deep-dives, AI experiments, and lessons learned shipping real products.
05 Apr 2026
Building a RAG Pipeline from Scratch: What I Learned Shipping It to Production
RAG sounds simple in tutorials — chunk your documents, embed them, retrieve and generate. Production is a different story. Here's what actually broke and how I fixed it.
Read more →05 Apr 2026
ChatGPT, Claude & Grok — The AI Tools Every Developer Should Be Using in 2025
I use ChatGPT, Claude, and Grok daily as a backend developer. Here's an honest breakdown of what each does best, where they fall short, and how I combine them in a real Django workflow.
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