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workflow design

6 posts

Dr. Chukwuma Onyeije supervising DeepSeek Harness across a multi-monitor physician-developer workspace
AI in Medicine Featured

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-agentsagent-harnessdeepseek-harness
Physician-developer reviewing three parallel agent workflows on screens representing clinical documentation, content publishing, and daily training readiness
AI in Medicine Featured

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
ai-agentsprompt-engineeringphysician-developer
A physician-developer reviewing an assignment brief, a proposed agent plan, a code change, and passing tests before approval
AI Tools

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
AI AgentsAgentic WorkflowsPhysician Developer
An eight-stage clinical AI harness carrying evidence through verification and physician approval before a bounded clinical action
AI in Medicine

Build the Minimum Viable Clinical Harness

A clinical AI workflow needs more than a model and a prompt. Build the smallest system that can scope, retrieve, generate, verify, challenge, approve, execute, and audit the work.

· 15 min read
clinical aiagent harnessphysician-developer
A physician-developer converting a clinical note into a bounded AI specification with visible source, constraint, and verification layers
AI in Medicine

The Prompt Is a Clinical Specification

Clinical prompting is not a contest for better wording. It is the work of defining sources, context, objectives, prohibitions, and evaluation before a model generates anything.

· 12 min read
prompt engineeringclinical aiphysician-developer
Physician-developer reviewing a clinical workflow while pre-visit summary, ambient capture, draft note, verification, coding support, and handoff steps appear around him
Clinical + Code Featured

Clinical Documentation Automation Should Remove Friction, Not Replace the Doctor

Documentation automation is not a typing solution. It is a workflow design problem. For physicians and physician-developers, the real goal is protecting clinical judgment from administrative drag.

· 8 min read
clinical-aidoctors-who-codemedical-software