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6 posts
AI Infrastructure
The Hidden Costs of AI Infrastructure Nobody Talks About
The API bill is the cost everyone budgets for. It's rarely the one that actually hurts.
Aug 3, 20262 min read
AI Agents
AI Agents Beyond the Hype: What Actually Works in Production
Autonomous agents that plan, execute, and self-correct across dozens of steps sound incredible in a launch video. Here's what survives contact with a real workload.
Aug 2, 20262 min read
Entrepreneurship
From Engineer to Founder: What Building Soletechnix Taught Me
Four years in, DPIIT-recognized, three live products. None of that came from the parts of the job I was trained for.
Aug 1, 20262 min read
LLMs
Fine-Tuning vs. Prompt Engineering: A Practical Decision Framework
Everyone asks "should we fine-tune?" before asking the question that actually matters. Here's the framework I use with clients before writing a single line of training code.
Jul 31, 20262 min read
RAG
Building Production-Ready RAG Pipelines
Retrieval-augmented generation looks trivial in a notebook and falls apart in production. Here's what actually breaks, and how I fixed it.
Jul 30, 20262 min read