Practical AI engineering tools, agent workflows, and architecture resources for teams adopting AI in real software delivery environments.
No hype loops. No toy demos pretending to be production. Just practical patterns that help teams and builders use AI agents with more control.
- Claude Code and Codex helper scripts
- Agent, skill, and workflow templates
- Architecture checklists and delivery guardrails
- Small utilities for AI-assisted software work
Independent AI architecture advisory practice — principal-led, vendor-independent, grounded in delivery reality.