Skip to main content
John Wilger
Blog About Projects

llm

5 articles

AI Might Not Make You Faster. It Can Make You Free.

July 10, 2026 10 min read

Speed is the wrong metric for AI-assisted development. With real guardrails, the win is higher-quality work and attention you get to spend somewhere else.

ai llm software-engineering productivity workflow

Coding Harness Plugins Are Agentic Systems

July 4, 2026 12 min read

A concrete look at why AI coding-assistant plugins need behavior evals, ablation, scope guards, and carefully-labeled release evidence.

ai llm software-engineering evals plugins

Make Fabrication Unrepresentable

June 4, 2026 9 min read

A practical approach to preventing AI assistants from fabricating numbers by making model outputs cite or compute values instead of asserting them.

ai llm generative-ai software-engineering

The Tools You Build Are More Important Than The Tools You Use

December 29, 2025 10 min read

Why developers succeeding with AI coding assistants stop searching for perfect configurations and start building their own tools.

ai plugins llm claude-code

The Language Model Is Just Another User

March 21, 2024 7 min read

A CQRS-inspired approach to integrating LLMs: treat the language model as a user sending commands, not an internal system component.

ai openai llm generative-ai

© 2026 John Wilger. All rights reserved.

Blog About Projects RSS