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APPLIED A.I. ASSOCIATION

The professional home for A.I. builders.

VibeCraftnoun

/ˈvīb-kraft/

The application of Intelligent Systems to a discipline or practice, characterized by real standards, live peer review, and dedicated training for the practitioners doing the work.

NEXT COMPETITION

Wed, Sep 9

VibeCraft Slopathon & Project Showcase - Will YOU be crowned be the A.I. GOAT?

Details
STANDARDS DEVELOPMENTPEER REVIEWPROFESSIONAL TRAINING

What VibeCraft actually is.

Three things define VibeCraft in practice — not a slide deck, not a mission statement nobody reads twice. A group of practitioners holding each other to it.

Standards Development

We build and maintain the rubric A.I.-assisted work gets measured against, in the open — not a mission statement nobody reads twice.

Peer Review

The Slopathon: every build faces a live, judged review in front of the room, against explicit criteria — not just applause.

Professional Training

Hands-on workshops and build days that teach the practice directly — brought into your own team, not a canned training video.

STANDARDS DEVELOPMENT & REVIEW

We hold the work to a standard, not a vibe.

A professional organization means more than a meetup — it means real standards development: a rubric people are actually held to, reviewed and applied consistently, in public.

A Practical Rubric

VibeCheck™ audits a codebase against stated requirements, requirement by requirement, producing a bounded score — the same rubric we hold our own work to.

Peer Review, Live

Every Slopathon build is judged in front of the room against explicit criteria — not just applause.

A Working Body of Practice

The workflows we teach come from what's actually shipped, reviewed, and refined week over week — not a static curriculum.

Know if the build delivers on the brief — without reading a line of code.

VibeCheck™ runs a codebase against an RFP requirement by requirement — the same bar we hold every VibeCraft build to, not a five-minute skim. It surfaces what’s actually there, what’s missing, and what got built that nobody asked for.

It’s a fast, pattern-matching triage signal, not a verified compliance check — built to flag where a human should look closer, not replace their review.

PROGRAMS

Where the practice actually happens.

Four ways to get hands-on with us, in roughly the order most people start.

Weekly Practice

Wednesdays, 7:45am, San Diego — the low-barrier front door. Coffee, conversation, and whatever's happening in A.I. that week.

Hands-On Tool Training

Practical workflows that aren't a slide deck — built for the job you actually have, or the one you're trying to land.

Networking

Career fairs, portfolio nights, straight-up “meet the right people” sessions.

Corporate Build Days

The Slopathon format brought in-house — a fast, real way for a team to build A.I. fluency together.

GET INVOLVED

Be part of it.

Standards updates, program announcements, and the occasional field trip — the same things the rest of us are watching for.