The Career Cantina presents

The Frameworks

Thirty years of pattern recognition, named and delivered.

10+ original frameworks for how AI-shaped hiring systems actually read professional documents, how the market behaves underneath them, and how a working professional moves through both. Each entry below either represents an article, a speaking engagement, a live tool, or an outcome of a coaching engagement.

01 / Core Diagnostic

The frameworks that diagnose how the system reads you, and what the system thinks it sees.

DCR

Delivered via   DCR Tool · /triangle · /getfound · Coaching

A semantic system reads your profile the way a real-estate algorithm reads a listing. Neighborhood first, then house, then room. If you do not show up in the right neighborhood, the house never matters.

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The Problem

Most professionals optimize their resume for a human reader. The first reader is almost always a machine. They get filtered out before a human ever sees the document.

Go deeper /triangle session companion · /getfound webinar companion · DCR Tool at Happy Hour

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DCR›O

Delivered via   Semantic Heat Map · /triangle

Heat is not destination. You can run hot in the wrong neighborhood and the result is just faster invisibility.

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The Problem

DCR diagnoses what the system sees. It does not tell you what to do with the diagnosis. The outcome layer closes that gap.

Go deeper /triangle session companion · Semantic Heat Map at Happy Hour

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Nouns / Verbs / Proof

Delivered via   Article · /getfound · /triangle · Coaching

Nouns get you found. Verbs make the human believe you. Proof is the receipt both of them ask for.

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The Problem

Resume advice has been verbs-first for thirty years. The system reads nouns. The human believes verbs. Both demand proof. Most resumes optimize for one element and leave the other two starving.

Go deeper Read: The Messy Middle of AI · /triangle · /getfound

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Four Findability Tiers

Delivered via   Are You a Ghost? tool

Ghost, Thin, Partial, Rich. Most professionals assume they are Rich because their LinkedIn looks polished. Look across six sources instead of one and the tier often drops two steps.

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The Problem

"Am I in the system at all?" is the first question every professional should ask before they touch a resume. Almost nobody can answer it because nobody has named the tiers.

Go deeper Are You a Ghost? at Happy Hour

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Career Triangulation

Delivered via   Career Triangulation tool · Your Career Mirror GPT · Claude skill · Coaching

Telescope for where to point. Microscope for what to evaluate. Mirror for what to ask in the room. The Frost Safeguard keeps the framework from drawing conclusions it did not earn. It offers questions, not verdicts.

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The Problem

People treat job search as one activity (apply). It is actually three different orientations that demand three different instruments. Mixing them up is why most searches stall and the stalls feel inexplicable.

Go deeper See: Your Career Mirror GPT · Career Triangulation tool at Happy Hour

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Semantic Amplification

Delivered via   5-part LinkedIn series (Feb–Mar 2026)

Every comment, every post, every connection is feeding the system that decides who shows up. You can check out any time you like, but you can never leave.

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The Problem

Professionals optimize for a single moment (the application). Their signal is doing semantic work continuously across systems they cannot see. Optimization without amplification is invisible work.

The full series Part 1: The Jukebox Problem · Part 2: The Digital Wake · Part 3: You Can Check Out Any Time You Like · Part 4: What Did You Actually Build · Part 5: Recalibrate

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02 / Market & Strategy

The frameworks for understanding the market that hiring has become, and where it is going.

Submergence Thesis

Delivered via   Article · Hacker Dojo panel

Senior roles disappeared from job boards a while back. Mid-level roles are submerging now. If you only know how to apply, you are fishing in an emptier ocean than you realize.

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The Problem

The middle of the job market looks empty if you only watch public job boards. Mid-level roles have started moving underwater into referral-only hiring, paralleling what already happened to senior roles five years ago.

Go deeper Read: Dear Santa, the Job Market Feels Different

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AEO

Delivered via   AEO Presentation (live deck)

SEO got you found. AEO gets you quoted. Different game, same career stakes.

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The Problem

SEO trained a generation of professionals to optimize for search engine rankings. The click-through economy is collapsing. People ask AI for the answer instead of clicking the link. The visibility game changed and most people are still playing the old one.

Go deeper Open: AEO Presentation

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03 / Positioning & Audience

The frameworks for senior practitioners and the coaching methodology that organizes the work.

Career Exposure Triangle

Delivered via   Executive Positioning Review (proof-of-work) · Coaching

A photographer adjusts shutter speed, aperture, and ISO to get one good photo. A senior professional adjusts learning velocity, positioning breadth, and resilience to keep getting hired.

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The Problem

Senior professionals get asked "what is your career strategy" and stumble because they are conflating three different dimensions of exposure: how fast they are learning, how broadly they are positioned, and how resilient they are to disruption. Adjusting one when the answer is another.

Go deeper Read: Executive Positioning Review

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Tinker / Tailor / Soldier / Spy

Delivered via   Which AI Type Are You? GPT · Article

Tailoring is the new literacy. Tinkering is the new headline. The map shows you which one you actually need.

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The Problem

"How do you use AI?" has four very different right answers that look like wrong answers without the map. Most people assume the right answer is Tinkerer (build with AI). The dominant type turned out to be Tailor (adjust outputs to fit context), and tailoring is a craft most people undervalue.

Go deeper See: Which AI Type Are You? GPT · Read: Look for Work like a Spy

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RISEE

Delivered via   12-part LinkedIn series (Feb–Jun 2025)

Research, Implementation, Simulation, Engagement, Education. Five movements. Most people skip Education and that is exactly where the next role gets discovered.

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The Problem

Job search advice is either tactical (write a better resume) or motivational (do not give up) and rarely operationalized as a methodology that meets a person across the whole arc. RISEE is the methodology. The 12-part series is the walkthrough.

Walk the series Step 1: The Blueprint for Your Job Search Heist · Step 12: Return of the Questioner

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About this catalog. Every framework above has earned its place through a published article, a public deck, a delivered tool, or active coaching. Items that exist as names only, theory still in development, stay in the workshop. When they earn the page, they will appear here. If a framework or several matter to your situation right now, the fastest path to learn more is to book a First Conversation. The first chat is always free.