The more AI content you consume,
the worse your instincts get.
Every tutorial you watched, every LinkedIn thread you saved, every corporate AI workshop you survived. They did not make you better at evaluating AI. They made you better at evaluating the wrong version of AI. The content was built for demos. Your decisions are not demos. They are real, regulated, and expensive when they go wrong.
This is Calibration Inversion. Your internal compass gets trained against a broken reference point. So when you walked into that vendor meeting and nodded along, or approved that initiative that quietly failed six months later. That was not a failure of intelligence. That was a calibrated professional operating with a miscalibrated compass. The vendor knew it. The demo was designed for it.
Every product I release in 2026.
AI Literacy Blueprint + AI Translation Glossary + Judgment Gap Diagnostic. How to evaluate, challenge, and make decisions about AI tools, using a standard built inside the same regulated environments where your choices will hold up or collapse.
AI Workflow Integration Guide + Daily Workflow Planner Template + 5-Tool Starter Stack. Stop letting your team make unilateral AI tool decisions. Build a personal standard that travels from meeting to meeting.
5 decisions that separate the AI-literate from everyone else. Built from live workshop delivery and real audience questions, not research papers, not demos. This is what you walk into your next board presentation armed with.
Free Workshop #1: the one question that exposes any AI vendor claim. Paid Workshop #2 + #3 built from what prior attendees couldn't answer in vendor meetings. Founding Members get every seat at founding price.
AI Code Evaluation System, Task Categorization Map, 14-Day Starter Sprint. For engineers who are using AI tools casually and have never had a production-grade evaluation standard to calibrate against.
Video workshop + sprint materials. The difference between casual AI tool use and production-ready evaluation discipline, built into a repeatable practice you can demonstrate before any pull request review.
“The gap between AI demos and AI in production is where most teams die. I write about how to cross it.”
DIGITAL CRAFTSMANSHIP · BUILD PRINCIPLES
Products drop as they ship.
Founding Member Pass opens. Access activates immediately. Secure your spot before the first product ships.
Judgment Transfer delivered. You now have a production-grounded evaluation standard.
Live Workshop: AI vendor evaluation. Founding Members get exclusive early access.
The Productivity Layer released. The daily workflow standard, not another 5-tool list.
Minicourse live: 5 decisions that separate the AI-literate from everyone else.
Inference Discipline released. Production-grade evaluation standards for the engineers on your team.
Pass closes at 20 members. Founding price permanently retired. Individual products revert to standard retail pricing.
The professional in the middle.
Decision maker, director, VP, manager, or strategist navigating AI for your organization. You lead teams, approve budgets, and sit in vendor meetings. Your current evaluation standard was built by people who never shipped a production system. That changes here.
Internationally educated professional pivoting into production AI and data roles in Canada. You need proof of judgment, not proof of course completion. The portfolio of decisions matters more than the certificates.
Non-technical founder building an AI-adjacent product. Your team is running AI-adjacent work and you are expected to provide direction. Production-grade judgment, not demo-grade enthusiasm from your vendors.
1-4 years in. Using AI tools casually. You have never had a production evaluation standard to calibrate against. The Inference Discipline tiers give you criteria: not syntax, not prompt templates, but a repeatable judgment framework.
20 spots · First cohort only
Claim your founding access.
After 20 members, the Pass closes permanently. The evaluation standard inside every product, the frameworks forged inside production systems at Canada's tier-1 banks and regulated AdTech platforms, will remain available individually at their standard prices. Not bundled. Not at this price.
Get Founding Access →One-time payment · Lifetime 2026 access · No subscription
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