10+ years shipping production software. Now building AI-augmented workflows that multiply engineering output.
Full synthesizer with oscillators, filters, ADSR envelopes, presets, and a playable keyboard.
Interactive Circle of Fifths with chord playback, voicing controls, and music theory deep dives.
6-stage retrieval augmented generation with embedding scatter plot and chunk strategy selector.
Watch Think-Act-Observe run in real time. 4-iteration simulation of the ReAct pattern with audio.
6-stage CI/CD simulation with failure mode toggle, rollback behavior, and pipeline diagrams.
8-screen interactive case study with command builder, exchange visualizer, and permission ladder.
You describe what you need. We ask the right questions, define scope, and map the system before writing a line of code.
Data models, API contracts, component structure. AI agents research options — human judgment makes the calls and owns the design.
Features ship with tests. AI handles boilerplate and docs. The factory focuses on the logic that makes your project work.
CI/CD pipeline, production deploy, monitoring. You get a running system — not a repo you have to figure out.
An AI-native factory doesn't mean less quality. It means architecture decisions stay with a human while execution runs at machine speed.
The coordination problem is the real problem. Not whether AI can write code — it can. Not whether it can parse documents, draft reports, or run analy…
Most CLIs are designed by people who already know how to use them. The flags make sense if you wrote the code. The error messages are obvious if you …
What if your phone could be your primary development environment? Not a watered-down text editor, but a real IDE with debugging, version control, and…
Find me on the platforms where I share work and ideas.
Tell me what you're building and I'll tell you exactly how I'd ship it.