Demo
Watch the loop run.
Specs in, diffs out, review gates intact. One walkthrough of the vibe coding workflow we certify.
Spec-driven prompting
Context budget
Diff discipline
Review-before-merge
The operating model is the product.
A builder scopes the spec, runs the agent, reads the diff, and owns the merge.
Vibecademy demo
Watch first
No hidden review work, no polished prompt theater. Just a workflow that survives merge.
Workflow
What to watch for.
Four habits separate shipping with judgment from prompt-only demos.
Write the spec
Start with constraints, acceptance criteria, and the context budget the agent needs.
Run the agent
Use Codex, Claude, or Cursor without changing the operating model underneath.
Read the diff
Separate useful output from risky changes before anything reaches the branch.
Defend the merge
Verify behavior, document tradeoffs, and ship only work that holds up.
Why it matters
Signal over spectacle.
A demo only counts if it points to a practice you can repeat on real work.
Reviewed work, not multiple-choice
Earn credentials by passing diff review, not by passing a quiz.
One vibe coding workflow, four tools
Codex, Claude Code, Cursor, and Copilot run on the same loop.
Production posture by default
Security, verification, and rollback gates ship with every spec.
Built by builders who shipped
The same loop that built BridgeMind into a $200K/year SaaS.
Next step
Now run the loop yourself.
Write the spec, ship it with agents, defend every diff in review, and earn a credential that holds up.
Better tools deserve better engineers.