Working With Machines

Notes and ramblings from an agentic practitioner.

Written through the described method.

Framework

• Quick start — Actionable techniques
• Method — The full framework (background)
• Agent patterns — Behavioral patterns in LLM agents and how to work with them
• Workflows — Reference material for specific types of work

Articles

• What’s changing — How agentic work reshapes engineering roles and processes.
• The security gap in agentic tooling — The gaps in securing AI agents with tool access.