Tag: llm

All the articles with the tag "llm".

• Inference Engineering 101 for Technical Product Builders

  Published: 1 Jul, 2026

  • 9 min read

  A practical introduction to inference engineering for product builders: why time to first token, VRAM, prompt length, and KV cache matter when shipping AI products.

• Fine-tuning 101: Qwen3 0.6B on CodeForces Data

  Published: 30 Dec, 2025

  • 6 min read

  Hands-on journey on fine-tuning Qwen3-0.6B on competitive programming problems using HuggingFace infrastructure and Claude Code.

• Designing Memory System for AI Agents

  Published: 22 Nov, 2025

  • 4 min read

  

  To design memory systems for AI agents with a practical implementation of personalized quizzing app.

• Demystifying AI Agents (1/X): Agent Primitives

  Published: 21 Sep, 2025

  • 9 min read

  

  The no buzz-word primer on AI Agents you were looking for! Understanding agent primitives and build a GitHub PR Orchestrator Agent.

• Framework for evaluating LLM powered products

  Published: 20 Jan, 2025

  • 3 min read

  A framework for effective evaluation of AI powered products