Blog
Insights & Ideas
Practical writing on AI, LangChain, RAG, software architecture, and freelancing — built for SEO and real developers.
Getting Started with RAG: A Practical Guide
Retrieval-Augmented Generation is the backbone of modern AI apps. Here's how to build your first pipeline without over-engineering.
LangChain Agents in Production: Lessons Learned
Moving from demo to production with LangChain agents means handling errors, latency, and cost. Real-world patterns that work.
Software Architecture for AI Startups
The architecture decisions you make early will either accelerate or cripple your AI product. A founder-friendly framework.
Freelancing as a Developer in 2026
The freelance landscape has shifted with AI. How to position yourself, price projects, and deliver value clients actually pay for.
Why Case Studies Sell Better Than Services Pages
Clients don't buy services — they buy outcomes. Here's why a strong case study page converts better than a feature list.
Building with LLMs: A Pragmatic Approach
Skip the hype. Focus on prompt design, evaluation, and incremental delivery when integrating large language models.