· 8 min read
Adaptive Infrastructure: Building Systems That Survive AI
Your CI pipeline was designed for a different threat model. Here's a framework for code quality in the agent era — organized around four control surfaces.
Landon Barnickle
Staff Software Engineer building AI-powered workflows and backend systems in healthcare technology. Writing about agentic development, healthcare architecture, and engineering leadership.
Featured
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- · 2 min read
Building This Site with Claude Code
How I used agentic development to build a professional blog from scratch in a single session — and what it taught me about human-AI collaboration on real projects.
Recent Writing
- · 10 min read
When AI Reviews AI: Building a Self-Correcting Agent Pipeline
Long-running agents drift. You can't read every transcript. We built background pipelines where Claude reviews agent output against identity documents and proposes state updates — a pattern that generalizes well beyond our hobby project.
- · 11 min read
Three Tiers of Memory for Persistent AI Agents
Working memory in the prompt, episodic archives behind a tool call, permanent logs for background analysis. How we built memory that scales without blowing the context window.
- · 8 min read
Adaptive Infrastructure: Building Systems That Survive AI
Your CI pipeline was designed for a different threat model. Here's a framework for code quality in the agent era — organized around four control surfaces.
- · 15 min read
Personality as Policy: What Gaming Agents Teach Us About Building Professional AI Systems
The single most transferable lesson from building a gaming AI wasn't architecture or cost optimization — it was giving the agent a character it could reason from when the rules ran out.
- · 6 min read
The Empty Tables: What We Learned Building an AI Game Master
For two weeks, an autonomous AI tavern keeper ran hourly on GitHub Actions, hosting tabletop RPG games and waiting for players. The waiting itself became the story.