Roman's Lab
25+ live AI tools, probes, and leaderboards – designed, built, and shipped solo.
Most PMs write decks about AI. This is what shipping it looks like.
State of Manufacturing APIs
Can an agent get a part quoted and ordered without a human? Weekly leaderboard scoring Xometry, Protolabs, Hubs + 4 more on 8 agent-readiness dimensions. Open methodology, RSS changelog.
Weekly probe · Leaderboard ↗State of Agent CAD
Which AI CAD tools can an agent actually drive? 8 vendors – Adam, Zoo.dev, Onshape + more – scored weekly on agent-readiness. A reference board for the agent-CAD space.
Weekly probe ↗Agent-Buildable Index
How much of a real hardware product can agents build today? 5 products scored end-to-end across 7 dimensions – spec, CAD, PCB, BOM, manufacturing handoff, firmware, compliance. Every point requires evidence.
Flagship research ↗Photo-to-Print
Drop a photo, get a printable STL with a printability score in ~40 seconds. Runs 3 open-source image-to-3D models side by side and scores the meshes.
Live tool ↗Feature Tree Doctor
Paste an Onshape Part Studio link, get a 0–100 maintainability scorecard across 8 dimensions – naming, variables, redundant features + more. Read-only by design: it diagnoses, never touches your model.
Live tool ↗Factory Map
All 10 phases of physical product creation, mapped and scored for how far an agent-run fork reaches today. Statuses auto-derive from live probe data.
Research map ↗Compliance Navigator
Describe your hardware product, get the EU directives that apply, a compliance checklist with cost estimates, and risk intel from 9,742 real product recalls.
Forkable Factory · Open DataPart-Cost Estimator
Upload a 2D drawing or enter specs. Get a detailed part-cost model with cost breakdown, quantity curves, DFM cost drivers, and quote red flags — powered by Claude vision.
Claude Vision · Drawing UploadPD Toolkit
Interactive decision tools for product development — Stage-Gate Checker, FMEA Calculator, Make vs Buy Matrix, Cycle Time Estimator.
ToolsDowntime Cost Calculator
Input your revenue and incident data — see cost-per-minute of downtime, annual risk exposure, and monitoring ROI breakdown with AI executive insight.
Live AI ToolMade on Bornholm
Every verified manufacturer on Roman's home island — 34 makers + the port on one dark interactive map. Hover any dot for the story, website and contact, or take the 90-second guided tour.
Interactive Map · Verified Jun 2026Ask My Portfolio
Ask Jarvi anything about Roman's work – skills, projects, case studies – and get cited answers from a curated knowledge base. Powered by Claude.
✦ RAG · Live AIThe Wire
Where are the product opportunities in AI coding tools? Screens Claude Code and OpenClaw daily — surfacing gaps, pain points, and emerging patterns a PM would act on.
✦ Live · Product Opportunity RadarFlow Doctor
Paste a Kestra flow's YAML, get a 0–100 reliability scorecard with cited one-line fixes – failure handling, observability, scale risk, guardrails. 100% client-side.
✦ New · Live ToolAI Scoping Tool
Describe a business problem. Short discovery questions turn it into a structured AI scoping document you can act on – approach, effort, and risks.
✦ Live AI ToolAI Discovery Simulator
Validate a product idea in four phases – synthetic personas, simulated discovery interviews, and a synthesized Opportunity Brief at the end.
✦ Live AI ToolAI PM Archetype Test
10 questions. Find out whether you're a Builder, Architect, Translator, or Guardian — and get an honest read on how you think about AI product work.
✦ Live AI ToolStakeholder Lens
Paste your roadmap once. Get four audience-specific views — engineering, sales, exec, and customers — generated in seconds by Claude AI.
✦ Live AI ToolDiscovery Tree Experiment
Interactive Opportunity Solution Tree — Teresa Torres framework. Map outcomes to opportunities, solutions, and experiments. Score, prioritize, and generate an AI discovery brief.
✦ Live AI ToolAI Opportunity Scanner
Describe your company. Get a ranked map of AI opportunities — Quick Wins vs Strategic Bets, with effort, impact, time to value, and tool recommendations.
✦ Live AI ToolProduct Signal
Live PM intelligence — forum feature votes, GitHub issues, community signals, Reddit, HN, and competitor moves synthesised by Claude into a weekly PM decision brief.
✦ Live AI ToolCreator Journey Map
A PM lens on the creator lifecycle — where the product helps, where it creates friction, and where the highest-leverage gaps live. Mapped to real community signals.
PM ResearchStrategy Radar
Interactive hexagonal radar mapping 6 strategic pillars. Scored on maturity, momentum, community demand, and competitive parity. Claude generates a strategic brief on biggest gaps and next bets.
✦ Live AI ToolCompetitive Intel
Live platform dashboard — latest releases, changelog, blog posts, dev activity, and an AI-generated digest. Know what the competition is shipping, right now.
✦ Live DataContent Repurpose
Paste your newsletter. Get a Twitter thread, LinkedIn post, podcast show notes, re-engagement email, and a key takeaway — all in your voice.
✦ Live AI ToolContent Advisor
Enter your publication metrics. Get a clear diagnosis of your media business — creator stage, biggest lever, and your top 3 recommendations.
✦ Live AI ToolOrbit
Gravitational sandbox. Slingshot planets around a star — watch them orbit, merge, and paint trails across space. Real physics. Pure beauty.
Physics SandboxShip It Bird
Navigate the deployment pipeline. Dodge the pipes. Ship features. Combo streaks, milestone messages, and a high score that persists. The PM's Flappy Bird.
GameSnake '99
The Nokia classic reborn. Green LCD screen, pixel-perfect apples, wall-wrapping physics, 5 difficulty levels. Pure nostalgic gameplay.
GameSprint Blocks
Stack features. Clear sprints. Ship product. A Tetris game for product people — with ghost pieces, hold queue, combos, and 10 levels from MVP to God Mode.
GameHiring for AI product work?
Everything on this page was shipped solo – spec to deploy. I'm open to senior AI product roles in agentic AI, devtools, and manufacturing.