Run Muse Glimmer for Local Vibe Coding with llama.cpp, DFlash, and Pi
Muse Glimmer is gaining attention in the local AI community and is being compared with…
Running Codex as a Headless Agent
interactively in a terminal or an IDE. This is useful. But it also leads to…
How to Answer AI System Design Interview Questions
For years, system design interviews meant "Design YouTube," "Design Uber," or "Design WhatsApp." Companies…
From Prototype to Production: The Architecture Behind Secure & Governed AI Agents
A question I often get asked is if LLMs and coding assistants can build the…
Before Full Agentic RAG: Know How You Decide, and the Parsing Methods You Pick From
a lot about agentic AI, and the principle is simple: let the model decide. For…
Specification Engineering: The New Skill After Prompt Engineering
For the last two years, people have learned to get better results from large…
I Thought Loading Data Was the Finish Line. It Was the Starting Point.
, I gave myself a 12-month roadmap to go from data analyst to data engineer.…
Small Language Models with Hugging Face transformers Library + smolLM3
# Small But Powerful Running a 70B model in production can be expensive, slow, and,…
I Built an AI Data Agent Which Can Query Data and Answer Business Questions. Here’s How.
In my last article, Many Companies Use AI. Few Know How to Build an AI-Native…