01
Harness
The agent's life jacket
Skills, rules, MCPs and organized context — so AI stops inventing endpoints, tables and business rules nobody asked for.
🚨 Classic sign: dev says 'just make it work' and hopes production survives Friday.
judgment-free checklist (not really)
Does your team use Harness, Spec Driven and OpenSpec — or just repost AI memes?
Be honest. A quick test to see if your company structured its agents or still runs in 'paste into ChatGPT and pray' mode.
At your company, today:
02
Spec Driven Development
Spec before code. Groundbreaking, I know.
What first, how second. Fewer review surprises, fewer 'oh but I imagined something else' mid-sprint.
🚨 Classic sign: user story with three words, a rocket emoji and zero acceptance criteria.
03
OpenSpec
Open contract between PO, dev and agent
Readable, versioned, living specs — business understands, engineering executes, agent doesn't hallucinate new requirements.
🚨 Classic sign: PO sends a 4-minute voice note and the agent interprets it as a Rust microservice.
maturity level
Pick the cards above. No pressure — your Slack already has enough messages.
—
0/3 used daily
Whether you scored 0% or 100%, the next step is the same: structure.
Two ways I can join your company
Companies reach out for different reasons. Pick what fits — or tell me your scenario in the contact section.
Full-time hire
I embed in your team and make it work
For companies that need someone in the trenches: building harness, running Spec Driven and OpenSpec daily, and accelerating real delivery — not just shiny pilots.
- Full harness: skills, rules, MCPs and context on your real stack
- Squads shipping faster with less rework and fewer agent hallucinations
- Spec Driven and OpenSpec as routine, not kickoff slides
- Knowledge transfer: your team levels up, not stays dependent
Consulting
Surgical consulting, results on a timeline
For companies that want a fixed scope: assessment, roadmap and ready-to-use playbooks so your team keeps going with confidence.
- Maturity assessment and gap map (you already started here)
- 30/60/90-day harness roadmap prioritized by impact
- Skills, rules and templates ready for your product domain
- Hands-on workshops with tech leads and devs for real adoption
“A well-built harness is not big-tech luxury.
It separates teams that use AI from teams that lose sprints.”