Doctors Who Code explains why physicians should build. AgenticBuilderMD will document the construction.
Giving an agent permission to act makes me responsible for the system around it.
The founding essay: Building the AgenticBuilderMD Laboratory
#ResponsibleAI #DoctorsWhoCode
Giving an agent permission to act makes me responsible for the system around it.
The founding essay: Building the AgenticBuilderMD Laboratory
#ResponsibleAI #DoctorsWhoCode
September 20, 2026 at 4:12 AM
Doctors Who Code explains why physicians should build. AgenticBuilderMD will document the construction.
Giving an agent permission to act makes me responsible for the system around it.
The founding essay: Building the AgenticBuilderMD Laboratory
#ResponsibleAI #DoctorsWhoCode
Giving an agent permission to act makes me responsible for the system around it.
The founding essay: Building the AgenticBuilderMD Laboratory
#ResponsibleAI #DoctorsWhoCode
I gave Doctors Who Code a phone number. DWC-Bot could answer a call. Then the engineering question changed: where does a spoken idea go after the conversation ends?
That question led to AgenticBuilderMD.com.
#AIAgents #DoctorsWhoCode
That question led to AgenticBuilderMD.com.
#AIAgents #DoctorsWhoCode
AgenticBuilderMD — Coming Soon
A working laboratory for physicians building useful, inspectable, and responsible AI agents.
AgenticBuilderMD.com
September 20, 2026 at 4:12 AM
I gave Doctors Who Code a phone number. DWC-Bot could answer a call. Then the engineering question changed: where does a spoken idea go after the conversation ends?
That question led to AgenticBuilderMD.com.
#AIAgents #DoctorsWhoCode
That question led to AgenticBuilderMD.com.
#AIAgents #DoctorsWhoCode
A beginner-friendly guide to turning a spare computer into a focused Omarchy workstation for Git, containers, AI coding agents, and small clinical software projects.
#Omarchy, #doctorswhocode,
www.doctorswhocode.blog/blog/omarchy...
#Omarchy, #doctorswhocode,
www.doctorswhocode.blog/blog/omarchy...
Omarchy for Physician-Developers: Build a Linux Development Lab | Doctors Who Code
A beginner-friendly guide to turning a spare computer into a focused Omarchy workstation for Git, containers, AI coding agents, and small clinical software projects.
www.doctorswhocode.blog
September 4, 2026 at 10:21 PM
A beginner-friendly guide to turning a spare computer into a focused Omarchy workstation for Git, containers, AI coding agents, and small clinical software projects.
#Omarchy, #doctorswhocode,
www.doctorswhocode.blog/blog/omarchy...
#Omarchy, #doctorswhocode,
www.doctorswhocode.blog/blog/omarchy...
The model provides capability. The harness governs behavior. In medicine, that distinction is part of clinical responsibility.
Read the full article at DoctorsWhoCode.blog.
#DoctorsWhoCode #PhysicianDeveloper #ClinicalAI #AIAgents #AgentHarness #ResponsibleAI #HealthTech #WorkflowDesign
Read the full article at DoctorsWhoCode.blog.
#DoctorsWhoCode #PhysicianDeveloper #ClinicalAI #AIAgents #AgentHarness #ResponsibleAI #HealthTech #WorkflowDesign
Physician-Developer Learning Platform | Doctors Who Code
Doctors Who Code is the official site of Chukwuma Onyeije, MD, FACOG, an Atlanta maternal-fetal medicine specialist and physician-developer writing about AI in medicine, clinical software, interoperab...
DoctorsWhoCode.blog
August 28, 2026 at 2:09 AM
The model provides capability. The harness governs behavior. In medicine, that distinction is part of clinical responsibility.
Read the full article at DoctorsWhoCode.blog.
#DoctorsWhoCode #PhysicianDeveloper #ClinicalAI #AIAgents #AgentHarness #ResponsibleAI #HealthTech #WorkflowDesign
Read the full article at DoctorsWhoCode.blog.
#DoctorsWhoCode #PhysicianDeveloper #ClinicalAI #AIAgents #AgentHarness #ResponsibleAI #HealthTech #WorkflowDesign
A good clinical agent should not replace the doctor.
It should remove the doctor from the parts of the workflow that do not require a doctor:
Formatting.
Routing.
Summarizing.
Checking for missing fields.
The physician stays where judgment matters. ⚕️🧠
#AIAgents #AIinHealthcare #DoctorsWhoCode
It should remove the doctor from the parts of the workflow that do not require a doctor:
Formatting.
Routing.
Summarizing.
Checking for missing fields.
The physician stays where judgment matters. ⚕️🧠
#AIAgents #AIinHealthcare #DoctorsWhoCode
May 26, 2026 at 6:15 PM
A good clinical agent should not replace the doctor.
It should remove the doctor from the parts of the workflow that do not require a doctor:
Formatting.
Routing.
Summarizing.
Checking for missing fields.
The physician stays where judgment matters. ⚕️🧠
#AIAgents #AIinHealthcare #DoctorsWhoCode
It should remove the doctor from the parts of the workflow that do not require a doctor:
Formatting.
Routing.
Summarizing.
Checking for missing fields.
The physician stays where judgment matters. ⚕️🧠
#AIAgents #AIinHealthcare #DoctorsWhoCode
Most physicians using AI are still prompting.
That helps but it has a ceiling.
The real leap is building agents that can analyze, plan, execute, audit, and stop at the right human checkpoint.
The agent handles coordination.
The physician keeps judgment. 🧠⚕️
#AIinMedicine #AIAgents #DoctorsWhoCode
That helps but it has a ceiling.
The real leap is building agents that can analyze, plan, execute, audit, and stop at the right human checkpoint.
The agent handles coordination.
The physician keeps judgment. 🧠⚕️
#AIinMedicine #AIAgents #DoctorsWhoCode
May 26, 2026 at 6:15 PM
Most physicians using AI are still prompting.
That helps but it has a ceiling.
The real leap is building agents that can analyze, plan, execute, audit, and stop at the right human checkpoint.
The agent handles coordination.
The physician keeps judgment. 🧠⚕️
#AIinMedicine #AIAgents #DoctorsWhoCode
That helps but it has a ceiling.
The real leap is building agents that can analyze, plan, execute, audit, and stop at the right human checkpoint.
The agent handles coordination.
The physician keeps judgment. 🧠⚕️
#AIinMedicine #AIAgents #DoctorsWhoCode
The future physician-developer is not chained to an IDE for four perfect hours.
The future is orchestration:
clinical judgment + technical agency + responsible supervision of AI systems.
Codex on mobile is one step toward that workflow. ⚡
#DoctorsWhoCode #ClinicalAI #OpenAI #BuildInPublic
The future is orchestration:
clinical judgment + technical agency + responsible supervision of AI systems.
Codex on mobile is one step toward that workflow. ⚡
#DoctorsWhoCode #ClinicalAI #OpenAI #BuildInPublic
May 15, 2026 at 12:51 AM
The future physician-developer is not chained to an IDE for four perfect hours.
The future is orchestration:
clinical judgment + technical agency + responsible supervision of AI systems.
Codex on mobile is one step toward that workflow. ⚡
#DoctorsWhoCode #ClinicalAI #OpenAI #BuildInPublic
The future is orchestration:
clinical judgment + technical agency + responsible supervision of AI systems.
Codex on mobile is one step toward that workflow. ⚡
#DoctorsWhoCode #ClinicalAI #OpenAI #BuildInPublic
🚨 Codex on mobile is not about writing TypeScript in a hospital hallway.
It is about something more important for physician-builders:
Keeping agentic work moving when your clinical day gives you fragments, not focus blocks.
#DoctorsWhoCode #AIinMedicine #Codex
It is about something more important for physician-builders:
Keeping agentic work moving when your clinical day gives you fragments, not focus blocks.
#DoctorsWhoCode #AIinMedicine #Codex
May 15, 2026 at 12:51 AM
🚨 Codex on mobile is not about writing TypeScript in a hospital hallway.
It is about something more important for physician-builders:
Keeping agentic work moving when your clinical day gives you fragments, not focus blocks.
#DoctorsWhoCode #AIinMedicine #Codex
It is about something more important for physician-builders:
Keeping agentic work moving when your clinical day gives you fragments, not focus blocks.
#DoctorsWhoCode #AIinMedicine #Codex
Building at the intersection of clinical medicine and software is the work.
Follow @DoctorsWhoCode for more tools, essays, and the honest story of what it takes to ship clinical software.
What performance metrics are you tracking right now? Drop it below.
Follow @DoctorsWhoCode for more tools, essays, and the honest story of what it takes to ship clinical software.
What performance metrics are you tracking right now? Drop it below.
April 4, 2026 at 12:12 PM
Building at the intersection of clinical medicine and software is the work.
Follow @DoctorsWhoCode for more tools, essays, and the honest story of what it takes to ship clinical software.
What performance metrics are you tracking right now? Drop it below.
Follow @DoctorsWhoCode for more tools, essays, and the honest story of what it takes to ship clinical software.
What performance metrics are you tracking right now? Drop it below.
This is a DoctorsWhoCode build.
Deployed on Railway. FastAPI backend. Anthropic API for coaching summaries. A physician-developer who understands both the physiology and the architecture.
That's the thesis. Doctors who code build differently.
Deployed on Railway. FastAPI backend. Anthropic API for coaching summaries. A physician-developer who understands both the physiology and the architecture.
That's the thesis. Doctors who code build differently.
April 4, 2026 at 12:12 PM
This is a DoctorsWhoCode build.
Deployed on Railway. FastAPI backend. Anthropic API for coaching summaries. A physician-developer who understands both the physiology and the architecture.
That's the thesis. Doctors who code build differently.
Deployed on Railway. FastAPI backend. Anthropic API for coaching summaries. A physician-developer who understands both the physiology and the architecture.
That's the thesis. Doctors who code build differently.
Building is not just innovation. It is reclaimed responsibility.
#DoctorsWhoCode #OpenMFM #AugmentedIntelligence #PhysicianLeadership
#DoctorsWhoCode #OpenMFM #AugmentedIntelligence #PhysicianLeadership
March 27, 2026 at 9:21 PM
Building is not just innovation. It is reclaimed responsibility.
#DoctorsWhoCode #OpenMFM #AugmentedIntelligence #PhysicianLeadership
#DoctorsWhoCode #OpenMFM #AugmentedIntelligence #PhysicianLeadership
Medicine demands more than outsourced trust.
#ClinicalAI #MedicalEthics #DigitalHealth #DoctorsWhoCode
#ClinicalAI #MedicalEthics #DigitalHealth #DoctorsWhoCode
March 27, 2026 at 9:21 PM
Medicine demands more than outsourced trust.
#ClinicalAI #MedicalEthics #DigitalHealth #DoctorsWhoCode
#ClinicalAI #MedicalEthics #DigitalHealth #DoctorsWhoCode
AI should help people think, create, and solve real problems.
Sora's social feed seemed designed for the opposite: cheap virality, aesthetic spam, and content that rewards moral laziness. That is not a product roadmap. That is a race to the bottom.
Build better. Bury the slop.
#DoctorsWhoCode
Sora's social feed seemed designed for the opposite: cheap virality, aesthetic spam, and content that rewards moral laziness. That is not a product roadmap. That is a race to the bottom.
Build better. Bury the slop.
#DoctorsWhoCode
March 25, 2026 at 4:38 PM
AI should help people think, create, and solve real problems.
Sora's social feed seemed designed for the opposite: cheap virality, aesthetic spam, and content that rewards moral laziness. That is not a product roadmap. That is a race to the bottom.
Build better. Bury the slop.
#DoctorsWhoCode
Sora's social feed seemed designed for the opposite: cheap virality, aesthetic spam, and content that rewards moral laziness. That is not a product roadmap. That is a race to the bottom.
Build better. Bury the slop.
#DoctorsWhoCode
Newborns who skip the vitamin K shot are 81 times more likely to develop severe bleeding. Idaho pediatricians reported 8 deaths from vitamin K deficiency bleeding in just 13 months. These are not theoretical risks.These are preventable tragedies happening right now. #PatientEducation #DoctorsWhoCode
March 24, 2026 at 12:28 PM
Newborns who skip the vitamin K shot are 81 times more likely to develop severe bleeding. Idaho pediatricians reported 8 deaths from vitamin K deficiency bleeding in just 13 months. These are not theoretical risks.These are preventable tragedies happening right now. #PatientEducation #DoctorsWhoCode
Shared decision-making. A NICU glossary. Questions for your consultation.
And unlike a 2018 YouTube video — it updates when the evidence does. 🔄
Read the full piece 👇
🔗 www.doctorswhocode.blog/blog/limits-...
#doctorswhocode #PhysicianDeveloper #OpenMFM #MFM #PatientEducation #Periviability 🩺
And unlike a 2018 YouTube video — it updates when the evidence does. 🔄
Read the full piece 👇
🔗 www.doctorswhocode.blog/blog/limits-...
#doctorswhocode #PhysicianDeveloper #OpenMFM #MFM #PatientEducation #Periviability 🩺
The Limits of Viability: What Patients Find Before They Find You | Doctors Who Code
When families face periviability, they search before they call. What they find shapes everything. Here is why physician-developers have a responsibility to build better.
www.doctorswhocode.blog
March 22, 2026 at 9:24 PM
Shared decision-making. A NICU glossary. Questions for your consultation.
And unlike a 2018 YouTube video — it updates when the evidence does. 🔄
Read the full piece 👇
🔗 www.doctorswhocode.blog/blog/limits-...
#doctorswhocode #PhysicianDeveloper #OpenMFM #MFM #PatientEducation #Periviability 🩺
And unlike a 2018 YouTube video — it updates when the evidence does. 🔄
Read the full piece 👇
🔗 www.doctorswhocode.blog/blog/limits-...
#doctorswhocode #PhysicianDeveloper #OpenMFM #MFM #PatientEducation #Periviability 🩺
This isn't a criticism of patients.
It's a description of the information environment they live in.
#periviability #MFM #doctorswhocode
It's a description of the information environment they live in.
#periviability #MFM #doctorswhocode
March 22, 2026 at 9:24 PM
This isn't a criticism of patients.
It's a description of the information environment they live in.
#periviability #MFM #doctorswhocode
It's a description of the information environment they live in.
#periviability #MFM #doctorswhocode
Full post + the complete 3-part series 👇
www.doctorswhocode.blog/blog/physici...
#PhysicianDeveloper #ClinicalAI #AugmentedIntelligence #DoctorsWhoCode #HealthTech #MedTwitter
www.doctorswhocode.blog/blog/physici...
#PhysicianDeveloper #ClinicalAI #AugmentedIntelligence #DoctorsWhoCode #HealthTech #MedTwitter
Augmented Intelligence Is a Physician Problem. That Makes It a Physician-Developer Opportunity. | Doctors Who Code
The AMA opened the door. Physicians must decide what to do with it. The survey data is not a comfort. It's a challenge. Here's what physician-developers do next.
www.doctorswhocode.blog
March 19, 2026 at 8:24 PM
Full post + the complete 3-part series 👇
www.doctorswhocode.blog/blog/physici...
#PhysicianDeveloper #ClinicalAI #AugmentedIntelligence #DoctorsWhoCode #HealthTech #MedTwitter
www.doctorswhocode.blog/blog/physici...
#PhysicianDeveloper #ClinicalAI #AugmentedIntelligence #DoctorsWhoCode #HealthTech #MedTwitter
Full piece here 👇
www.doctorswhocode.blog/blog/ama-aug...
#DoctorsWhoCode #AugmentedIntelligence #HealthTech
www.doctorswhocode.blog/blog/ama-aug...
#DoctorsWhoCode #AugmentedIntelligence #HealthTech
The AMA Is Right About Augmented Intelligence — They're Wrong About Who Should Build It | Doctors Who Code
The AMA's 2026 survey shows 81% of physicians now use AI in practice. But read the fine print. Physicians want a seat at the table. The best way to earn that seat is to be the person who wrote the cod...
www.doctorswhocode.blog
March 17, 2026 at 2:02 PM
You can't interrogate a system you didn't build and have never opened. 🔍 The next decade of medicine won't be defined by how many physicians USE AI. 🤖
It will be defined by how many physicians helped DESIGN it. 🏗️
#MFM #OpenMFM #DoctorsWhoCode
It will be defined by how many physicians helped DESIGN it. 🏗️
#MFM #OpenMFM #DoctorsWhoCode
March 17, 2026 at 2:02 PM
You can't interrogate a system you didn't build and have never opened. 🔍 The next decade of medicine won't be defined by how many physicians USE AI. 🤖
It will be defined by how many physicians helped DESIGN it. 🏗️
#MFM #OpenMFM #DoctorsWhoCode
It will be defined by how many physicians helped DESIGN it. 🏗️
#MFM #OpenMFM #DoctorsWhoCode
I built FGRManager — a clinical decision support tool for fetal growth restriction — not by petitioning a vendor.
By opening a code editor. 🖥️
No vendor builds a tool the way a physician who has run that differential at midnight builds it.
#MFM #OpenMFM #DoctorsWhoCode
By opening a code editor. 🖥️
No vendor builds a tool the way a physician who has run that differential at midnight builds it.
#MFM #OpenMFM #DoctorsWhoCode
March 17, 2026 at 2:02 PM
I built FGRManager — a clinical decision support tool for fetal growth restriction — not by petitioning a vendor.
By opening a code editor. 🖥️
No vendor builds a tool the way a physician who has run that differential at midnight builds it.
#MFM #OpenMFM #DoctorsWhoCode
By opening a code editor. 🖥️
No vendor builds a tool the way a physician who has run that differential at midnight builds it.
#MFM #OpenMFM #DoctorsWhoCode
The AMA just reported that 81% of physicians now use AI in practice — up from 38% in 2023.
85% want to be consulted on AI adoption decisions.
I agree. And I think we're still asking for the wrong thing.
#HealthcareAI #DoctorsWhoCode
85% want to be consulted on AI adoption decisions.
I agree. And I think we're still asking for the wrong thing.
#HealthcareAI #DoctorsWhoCode
March 17, 2026 at 2:02 PM
The AMA just reported that 81% of physicians now use AI in practice — up from 38% in 2023.
85% want to be consulted on AI adoption decisions.
I agree. And I think we're still asking for the wrong thing.
#HealthcareAI #DoctorsWhoCode
85% want to be consulted on AI adoption decisions.
I agree. And I think we're still asking for the wrong thing.
#HealthcareAI #DoctorsWhoCode
www.doctorswhocode.blog/blog/icu-to-...
#DoctorsWhoCode #DigitalHealth #AIinMedicine #MetabolicHealth #Type2Diabetes #EnduranceTraining #Wearables #HealthTech #PhysicianDeveloper #PGIS
#DoctorsWhoCode #DigitalHealth #AIinMedicine #MetabolicHealth #Type2Diabetes #EnduranceTraining #Wearables #HealthTech #PhysicianDeveloper #PGIS
From the ICU to the Marathon Course: What AI-Driven Glycemic Control Teaches Us About Athletic Performance | Doctors Who Code
A physician-developer explores the powerful parallels between AI-driven glycemic control in the ICU and metabolic management for endurance athletes with Type 2 diabetes, introducing the Performance Gl...
www.doctorswhocode.blog
March 17, 2026 at 12:37 AM
📖 www.doctorswhocode.blog/blog/how-i-b...
What protocol in your specialty is still living in a PDF? 👇
#doctorswhocode #ClinicalDecisionSupport #MaternalFetalMedicine
What protocol in your specialty is still living in a PDF? 👇
#doctorswhocode #ClinicalDecisionSupport #MaternalFetalMedicine
How I Built FGRManager: A Physician-Developer’s Blueprint for Turning Clinical Protocols into Bedside Tools
By Chukwuma Onyeije, MD, FACOG | Maternal-Fetal Medicine Specialist & Founder, lightslategray-turtle-256743.hostingersite.com Atlanta Perinatal Associates S
www.doctorswhocode.blog
March 8, 2026 at 10:57 PM
📖 www.doctorswhocode.blog/blog/how-i-b...
What protocol in your specialty is still living in a PDF? 👇
#doctorswhocode #ClinicalDecisionSupport #MaternalFetalMedicine
What protocol in your specialty is still living in a PDF? 👇
#doctorswhocode #ClinicalDecisionSupport #MaternalFetalMedicine
It was a Tuesday evening consult. 31 weeks. Small for gestational age. Elevated umbilical artery resistance. A worried family in the room.
The question: when do we deliver?
The answer was buried in a PDF.
So I built something better. 👇
#doctorswhocode #MFM #FetalGrowthRestriction
The question: when do we deliver?
The answer was buried in a PDF.
So I built something better. 👇
#doctorswhocode #MFM #FetalGrowthRestriction
March 8, 2026 at 10:57 PM
It was a Tuesday evening consult. 31 weeks. Small for gestational age. Elevated umbilical artery resistance. A worried family in the room.
The question: when do we deliver?
The answer was buried in a PDF.
So I built something better. 👇
#doctorswhocode #MFM #FetalGrowthRestriction
The question: when do we deliver?
The answer was buried in a PDF.
So I built something better. 👇
#doctorswhocode #MFM #FetalGrowthRestriction
Built by a physician for the athlete-patient. 🩺 Dr. Onyeije's PGIS is a testament to the power of building your own health solutions. #DoctorsWhoCode #PatientInnovation #DiabetesManagement #Inspiration
February 26, 2026 at 1:00 AM
Built by a physician for the athlete-patient. 🩺 Dr. Onyeije's PGIS is a testament to the power of building your own health solutions. #DoctorsWhoCode #PatientInnovation #DiabetesManagement #Inspiration