Physicians Need to Learn the Harness, Not Just the Model
DeepSeek Harness shows why physicians must understand the context, tools, permissions, logs, and human checkpoints that turn an AI model into a working system.
· 11 min read
AI's Next Breakthrough Is Not a Bigger Brain. It Is a Memory You Can Trust.
The AI race has been about model size for years. The real bottleneck is memory: trustworthy, auditable knowledge that persists across years, not conversations. Medicine will feel this shift first.
· 10 min read
You Are Still Prompting. You Should Be Building Agents.
Prompting has a ceiling. Once you hit it, you are coordinating every step manually while the AI handles individual tasks. Here is the framework and three live workflows I use to cross that line.
· 11 min read
Burnout Is Not From Working Too Hard. It Is From Working on the Wrong Things.
For physician-developers, burnout often comes from low-value technical friction. The answer is not more endurance. It is better delegation to systems, automation, and agents.
· 7 min read
Your First Agentic Workflow: Delegate a Small, Verifiable Project
A physician-developer's practical guide to giving an AI agent one bounded software assignment and requiring a plan, tests, review evidence, and a stopping condition.
· 13 min read
The Harness Is the Workplace: Choosing Where an AI Agent Works
Claude Code, Codex, Antigravity, OpenClaw, Hermes, and Omarchy illustrate a durable lesson for physicians: choose the agent's workplace before delegating the work.
· 12 min read
From Chatbot to Agent: The Mental Model Every Physician Needs
AI agents do more than answer questions. This physician-developer guide explains the agent loop, levels of autonomy, and the checkpoints that keep humans accountable.
· 10 min read
AI Agents Do Not Replace Software Fundamentals. They Expose Whether You Have Any.
For physician-builders, agentic engineering is not prompt magic. It is bounded context, vertical slices, observability, and accountability.
· 8 min read
I Built an OpenClaw Agent to Understand What Developers Are Actually Doing (Not Because I Needed One)
Maternal-Fetal Medicine Specialist | Founder, CodeCraftMD | Atlanta Perinatal Associates