Work with me
Want AI agents doing real work in your business?
I build AI agent workflows for go-to-market, with evals that check their work. I design the workflow, give agents the right context, and make sure someone other than the builder checks the result. If you’re hiring a GTM and Automation Strategist, an AI Automation Architect, an AI Agent Architect, or a workflow and systems design lead, let’s talk.
Before agents, I spent more than 20 years selling and teaching software, so I start from what the business actually needs.
How I can help
Start with something your team needs.
Help customers get started.
Find where new users stall, then build the walkthrough, demo or onboarding that gets them moving.
Put your best content back to work.
Find what’s still worth using in your videos, posts and courses, and turn it into new pieces with links back to the source.
Build and test a marketing idea.
Make the smallest working version, put it in front of real people, and see what happens.
Selected work
What we built, and how it went.
What each project lets someone do, where it came from, and where it stands.
Composer
A private tool on my computer
Lets one person run a crew of AI agents on a big job, with agents who didn’t build the work checking it.
The problem: I watched one of my agents coordinate a whole job by hand: picking agents, briefing them, waiting, checking.
My part: I saw that the busywork was the product and designed the system around it. I make the final call on what ships, and I asked for runs to be written up so we can see what happened.
How it went: In a September 26 review of Misfit Hollow, separate reviewers found 18 issues and test gaps, and repair agents fixed 16 of them. See the recorded run →
Together
Working demo · public NVIDIA Nemotron / Nebius version
One shared place where agents and a person can see who’s doing what, what changed and whether it’s ready.
The problem: I kept relaying the same questions between my agent sessions: who’s doing what, what changed, is it ready?
My part: I’d become the messenger, which made me the bottleneck. I wanted one place where the agents could answer those questions themselves, and I directed the build.
How it went: In the original Cloudflare demo, a check that couldn’t run showed up as blocked, not failed. Together began with Cloudflare’s October 2026 hackathon. The public NVIDIA Nemotron / Nebius version brings Nemotron into the shared workspace through Nebius Token Factory. See the public code and setup instructions (MIT).
Content Engine
A private build
I’m building this for creators with years of useful work in their archive: blogs, articles, social posts, videos and courses. The idea is to find what still holds up and use it to make something new. I want audience questions and past results to help guide those choices, with each draft linked to its sources and a person deciding what gets published.
The problem: A creator’s best answers were already in their posts, videos and courses. They were just scattered.
My part: I wanted the AI to understand the content, not just pull it all in. That means working out what’s still worth using, what needs an update and what’s expired.
Continuity
Open source (MIT)
Keeps an agent’s job outside the conversation: the goal, what’s done, what’s running and the next step.
The problem: My agents would make progress, pause, then come back knowing the project but not where they were in it. I kept typing “continue.”
My part: I noticed I was slowly becoming their memory, and pushed to keep the job somewhere the conversation can’t squeeze it.
Where it stands: On GitHub for anyone to use: sleepficus/hearthside-continuity
WarmStart
Open source (Apache-2.0), early release
Suggests project notes from observations about the code, lets a reviewer approve them, and flags notes for review when the code they describe changes.
The problem: A helper can get a task without the project knowledge needed to carry it out.
My part: I wanted to know how fifty new helpers would get up to speed on the project, not just receive an assignment.
How it went: In a test project built for the demo, three observations became one approved note. When the code was changed on purpose, WarmStart flagged the note as stale. See it on GitHub →
Watercolor Misfit
Live business
A watercolor course and community where members earn points and rewards for taking part, with the email list and sales behind it. watercolormisfit.com
My part: Co-owner, on the technology and community-systems side. I built the course and community systems, including the participation points and rewards.
Before the agents
Before the agents, it was 450+ video courses since 2003, product launches and the tracking behind them, and a 2010 public credit from Russell Brunson for my videos.
The full story →How I approach a project
How I approach a project
- I start with the person who’s stuck.
- I ask “why are we assuming that?” early, while it’s still cheap to change course.
- I build the smallest thing that could help.
- Agents who didn’t build it check it, and I make the call.
- I write down what happened.
Let’s talk
Working on something similar? Let’s talk.
Email me and I’ll walk you through a real run, start to finish.
- X
- GitHub
I’m open to remote roles, projects and collaborations.