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AI Leverage Field Guide
Free AI workflow guides for professionals who hate hype
A free, interactive field guide that teaches working professionals — managers, writers, operators — to get more out of AI without becoming AI experts. Learn the Leverage Loop, generate falsifiable stop conditions with the built-in builder, and follow a 10-week curriculum across five role tracks. Everything runs in your browser: no account, nothing transmitted. Open source (CC-BY-4.0), every idea traced to a catalog of 188 books.v
Hey PH 👋 I'm Wyatt. I manage technical projects (status updates, stakeholder docs, timelines). Not machine learning.
Every free AI resource I found was either a course selling a certificate or a tutorial written for engineers. Neither matched my week. So I built the guide I wished existed, and made it free and open source (CC-BY-4.0).
The thesis is one line: more leverage, not more AI.
What's inside:
→ The Leverage Loop:
- Capture → Structure → Judgment → Re-run → Repeat.
- AI drafts and organizes; accuracy, context, and the final call stay yours.
→ The Stop Condition Builder:
- define "done" before you prompt: "until every claim has a source," not "until you feel confident." Exports Markdown.
→ A 10-week curriculum across five role tracks:
- Manager, Writer, Operator, Knowledge Worker, Generalist.
- Exercises use your real work from this week, not toy examples.
Honest note on scope: this won't make anyone an ML engineer, and it skips model talk almost entirely (on purpose).
It's for Monday-morning problems.
There's no account and nothing leaves your browser; the interactive pieces run locally.
Every idea is attributed: 188 books in the catalog, chase any source yourself.
Spot a great free resource that passes the "what will I actually do with this on Monday?" test?
PRs are open.
I'd love feedback from this community, especially on the Stop Condition Builder. And drop your role + the most repetitive task you'd hand to AI; I'd love to improve this more in the future.
P.S. Everything was built in the open: github.com/thewyattbrocato/ai-leverage-field-guide
About AI Leverage Field Guide on Product Hunt
“Free AI workflow guides for professionals who hate hype”
AI Leverage Field Guide was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #66 on the daily leaderboard. A free, interactive field guide that teaches working professionals — managers, writers, operators — to get more out of AI without becoming AI experts. Learn the Leverage Loop, generate falsifiable stop conditions with the built-in builder, and follow a 10-week curriculum across five role tracks. Everything runs in your browser: no account, nothing transmitted. Open source (CC-BY-4.0), every idea traced to a catalog of 188 books.v
On the analytics side, AI Leverage Field Guide competes within Productivity, Open Source, Artificial Intelligence and GitHub — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how AI Leverage Field Guide performed against the three products that launched closest to it on the same day.
Who hunted AI Leverage Field Guide?
AI Leverage Field Guide was hunted by Wyatt Brocato. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Leverage Field Guide including community comment highlights and product details, visit the product overview.
Wyatt Brocato