Blog
Articles about AI and work.
How to Build an AI Agent Workflow That Produces Useful Work
Start with the artifact, define the boundary, then add autonomy.
AI Agents for Business Operations: Start With a Verified Handoff
A practical guide to choosing one bounded workflow, defining its evidence, and keeping a human in control.
AI Agent Examples: 7 Workflows That Produce Real Artifacts
Seven operating workflows from my repository, with the artifact, verifier, failure state, and exact point where automation stops.
AI Agent Evaluation: How to Test Agent Skills
A practical guide to cases, controls, graders and release gates
ChatGPT Work and Codex for Operators: 7 Workflows to Run This Week
Practical workflows for founders, consultants, PMs, and operators after the July 2026 ChatGPT Work launch.
AI Content Repurposing: One Idea, Every Channel (2026)
One source asset, a week of posts
The personal AI operating system (2026)
The stack that runs your work
Claude Fable 5 Skills: Keep the Rigor After July 7
6 free skills, blind-tested on Opus 4.8. Receipts included
Claude Code Skills by Fable 5: They Run in Codex Too
The smart model writes. Your daily model keeps it.
Context Engineering Research: 2026 Papers and Benchmarks
What ContextBench, SWE-contextbench, AGENTS.md, and long-context studies actually test.
Loop Engineering Is Easy. Deciding What "Done" Means Is the Whole Job.
Prompt engineering taught us to ask. Context engineering taught us what to feed the model. Loop engineering is the next rung, and the hard part was never the loop. It is deciding what "done" means.
The Consultant's Moat Is Now a File
Why the prompt isn't the unit of work anymore
Context Engineering Research: What I Found After You Shared That Paper
A software engineer's memo on 20+ papers about AGENTS.md, context files, and AI agent productivity
Context Engineering with MCP: A Practitioner's Guide to the Model Context Protocol
Five production patterns from running 12 MCP servers daily across 72 client deployments
From Prompt Engineer to Context Architect: The Job Nobody Trained You For
The most valuable skill of 2026 isn't prompting—it's designing the information ecosystem around AI.