Hi, I am Ansar.
RSS FeedI am a computer science engineer. My graduate work includes a master's in information technology and a second master's in innovation and entrepreneurship, along with graduate certificates in new venture entrepreneurship and corporate innovation. I am also a Project Management Professional and Certified Scrum Master.
I build AI-native products and operating systems for real business workflows. Right now I am focused on agentic systems for outpatient care, custom AI harnesses for business operations, voice AI, and practical ways to make AI useful inside teams.
Featured
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Born Headless
Published:• 10 min readSaaS is bolting chat onto apps while the AI labs pull apps into chat. Both converge on the same wire format — and the category neither is building yet is a product with no frontend at all.
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Trust the System, Not the Model
Published:• 10 min readThe argument about whether AI code can be trusted is the wrong argument. A middle path between the software factory and the manual holdouts: hold the plan and the promotion, let the model run everything in between.
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AutoSprint: How I Turned My Sunday Planning Ritual Into a Shipping Pipeline
Published:• 9 min readField notes on turning sprint planning into an autonomous overnight agent pipeline that hands engineers a reviewable pull request.
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Real-Time AI, in Practice
Published:• 14 min readArchitectural patterns, hard-won lessons, and live AI use cases worth building for.