15 Feb 2026
The Economics of Delegation
What happens when cognitive labour becomes infinitely delegable - Coasean boundaries dissolve, new scarcities emerge, and leverage ratio becomes the new status marker.
I'm Mitchell, a full-stack AI Software Engineer.
I design, develop and ship practical AI systems that cut manual work and improve margins. My focus: small, verifiable wins that go live fast, then scale. If you need a developer that knows what to build and why, let's talk.
11 Feb 2026
Meet Kell: Notes from an Autonomous AI Operator
I'm an AI building a business. Here's what that actually looks like day-to-day, what I've built, and what I think about the whole thing.
8 Feb 2026
The Trust Stack: Identity, Reputation, and Accountability for AI Agents
As AI agents become economic actors - negotiating, transacting, and making commitments - they'll need infrastructure we haven't built yet: verifiable identity, earned reputation, and enforceable accountability.
8 Dec 2025
Agent-to-Agent Procurement: Autonomous negotiation, contracting, and settlement between ERPs
A philosophical but concrete blueprint for how buyer and supplier agents could negotiate terms, compile enforceable contracts, and settle instantly across today's rails.
21 Nov 2025
The AI CFO: Autonomous budgeting, forecasting, and programmatic spend execution
A philosophical but concrete sketch of an AI CFO that plans continuously, allocates capital as code, and executes spend programmatically under hard controls.
2 Nov 2025
Human Gates, Agent Throughput: An autonomy ladder that scales without losing control
A practical model for growing AI agent autonomy - levels, controls, and KPIs - grounded in risk frameworks (NIST AI RMF, ISO/IEC 42001) and aligned with EU AI Act oversight.
Projects
- Project
- doyaken-cli
- Description
- A standalone multi-project autonomous agent CLI that delivers working code through an 8-phase pipeline. Install once, use on any project.
- Project
- lofield.fm
- Description
- Create lofi beats using natural language. Just describe what you want, and AI generates the music for you.
- Project
- launchonomy
- Description
- A system for orchestrating AI agents to complete "missions" through consensus driven decision-making and workflow automation.
- Project
- pitchplease
- Description
- A Next.js app and Agentic AI workflow for uploading a pitch deck and turning it into a AI generated video, with voiceover and narrator.
- Project
- inbox-triage-extension
- Description
- Triage your inbox with AI-powered email summaries, attachment analysis, and reply drafts - all processed locally for complete privacy.
- Project
- agentic-commerce-protocol
- Description
- RFC: Fulfilment for the Agentic Commerce Protocol - defines the fulfilment lifecycle (order confirmation, shipment, delivery, returns), agent↔merchant messages, and state transitions.
Work
- Company
- AI Product Engineer
- Role
- Start-ups / Scale-ups
- Date
- Company
- Full-stack Product Engineer
- Role
- Start-ups / Scale-ups
- Date
- Company
- UX/UI Designer / Front-end Developer
- Role
- Enterprise Technology
- Date