Prsoo: Concept to Launch in 4 Weeks
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Greenfield AI build for a non-technical founder.
The starting point
Mitch had an idea for an AI coaching product that helped people set 3-6 month pursuits and stay consistent through structured weekly review. He had clarity on the concept and a tight runway. What he didn't have was a technical co-founder.
He'd interviewed several developers. Some more experienced, some between jobs. Most of their proposals came back polished by ChatGPT: clean, professional, hard to differentiate. He wanted someone who'd show up on the video call as the same person who showed up in the proposal.
The decision to take it on
I take on greenfield builds when three things line up: the founder knows what they want (Mitch did), the timeline is honest (4-week sprint, no fake "we can hit two weeks" pressure), and the technical architecture has room to grow without rewrites.
Prsoo had all three. The technical lift was real (conversational AI with multi-turn context, structured outputs, session management, document generation) but it wasn't a moonshot. It was a focused product with a clear core loop.
What I built
The core surface is a guided coaching conversation. The user defines a 3-6 month pursuit, the AI helps break it down into weekly anchors (Achievement, Growth, Engagement), and daily Launch and Land sessions plan and reflect on the work.
Stack:
Next.js, TypeScript, Tailwind for the frontend
Claude Sonnet for the coaching conversations
Server actions for session state management
Real-time streaming for the conversational responses
A library system that auto-generates Pursuit Plans, Weekly Reviews, and Case Study Notes as the user moves through the program
A few architecture decisions worth calling out:
Stateless API endpoints with conversation context rebuilt from the database per turn. Cheaper, simpler, no session-state bugs.
Optimistic UI for chat sends. Feels faster, lower perceived latency.
Generated documents as first-class artifacts in the library, not afterthoughts. The product creates a record of the work as it happens.
What shipped
The full product launched in 4 weeks from the first scoping call. Real users running real pursuits within that window. Stable, working as designed.
What Mitch said about the engagement:
Professional, responsive, and detail-oriented. He doesn't just execute. He thinks through issues and offers smart suggestions that improve the outcome.
Mitch Kick, Founder, Prsoo
How I work
I take on engagements like this in 4-12 week milestone-based sprints. Solo or with a small team depending on scope. If you're a non-technical founder with a clear product idea and a real runway, I can be the technical partner that gets it shipped.

Launched in 4 weeks.

Weekly stats

How it works
2 likes · 84 views · May 16, 2026
Claude-powered AI coaching app. Multi-turn agent with session memory and dynamic branching. Shipped solo in 4 weeks. Live with paying users.
Timeline
Oct 24, 2025 - Dec 30, 2025
Tags
What the client had to say
Hard to overstate how valuable it was working with Hassan. He’s professional, responsive, and detail-oriented. He doesn’t just execute—he thinks through issues and offers smart suggestions that improve the outcome. A pleasure to work with.
Mitch Kick, Bamboo Root
Dec 30, 2025, Client