01
first access
When public registration opens, you're at the front of the line. Cohort #1 is capped at 10 seats, and they'll move fast.
PRIORITY ENROLLMENT
Most AI-assisted coding is still improvisation. Scattered prompts, lost context, code you don't quite trust.
The fix isn't better prompts, but workflow architecture: defined stages, explicit handoffs, and bounded responsibility for the AI.
I'm running a 5-week cohort for senior developers who want to design that system from the ground up, applied to your real codebase, not a toy demo.
Lock in founding-member pricing.
Free AI Workflow Architecture Self-Assessment when you join.
One email when registration opens. No spam.
When public registration opens, you're at the front of the line. Cohort #1 is capped at 10 seats, and they'll move fast.
A locked-in lower rate than future cohorts will pay. Founding members ship the playbook with me, and your tuition reflects that.
Get a link when you join to score your current workflow against the 8 architectural principles and see exactly where the gaps are.
Bringing your team? Team rates are available. Reply to your waitlist confirmation for details.
I'm Mark Shust, a developer and architect with 25+ years building production systems, founder of M.academy, and creator of HCF (Halt and Catch Fire), the Claude Code plugin that's the running case study throughout the cohort.
I use this workflow daily, in real OSS and client work. The cohort isn't theory. It's the system I've battle-tested, taught to teams, and now ship every product with.
Most cohorts overpromise. This one is small on purpose: 10 seats, 5 weeks, applied to your codebase.
Get on the list, lock in founding pricing, and grab the self‑assessment while you're at it.
Lock in founding-member pricing.
Free AI Workflow Architecture Self-Assessment when you join.
One email when registration opens. No spam.