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Adam Lewis

Adam Lewis

Senior Software Engineer

2 articles

Posts by Adam Lewis

$ llama-server  qwen3-coderlocal · no cloudevals100% pass != prod-ready
LLMs & Inference

What I Learned Making a Local LLM Do Real Work

Learn what makes a local LLM agent reliable enough for real work: evals, deterministic Python logic, and why a better model beats engineering.

Adam Lewis
Adam Lewis
· 7 min read
SKILL.mda text filewhile task: plan -> act ✓ keeps statean agent
AI Engineering

From Skill to Agent: When a Text File Isn't Enough

When does a Claude Code skill stop being enough? See why credential security pushes real workflows toward proper agent architectures.

Adam Lewis
Adam Lewis
· 5 min read