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The AI Agent Factory

Certification and Portfolio Roadmaps

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Panaversity ·
20 min read

The point

This chapter helps you decide two things: which exam comes next, and what you should have built by then. The certification map shows the path through Panaversity's PCxx exams, the gate into the FDE Internship Program, and the Anthropic certification that matches each exam. The portfolio map shows the parts each reader route reads and the portfolio it produces. Together they connect the certification journey to the economic journey: how capability becomes income.

Certifications are milestones, not the product. The product is a portfolio a stranger can check.

Terms on this map

  • Milestone: a checkpoint for the work you build, lettered A to F. The portfolio map below lists what each one needs.
  • FDE: Forward Deployed Engineer. A vertical FDE builds and deploys AI Workers for one vertical. A vertical is one body of professional work.
  • KSoR: Knowledge System of Record, the governed, authoritative knowledge layer. KSoR governs what an AI Worker may know.
  • DSoR: Data System of Record, the governed layer between workers and real systems. DSoR governs what an AI Worker may do.
  • SSoR: State System of Record, the governed record of work in progress: open commitments, task status and what has already happened. SSoR governs what an AI Worker may take as true right now.
  • Slice: one professional outcome for a vertical, covered completely.
  • Role Contract: the portable business definition of a worker.
  • Review contract: the acceptance criteria, set before delegation.
  • Snapshot rehearsal: a short summary of where your exam's guide and today's products differ, and a practice set matched to the guide version. You work through both before an official Anthropic exam.

Book words and exam words

KSoR, SSoR, DSoR, the Role Contract and the Review Contract are this book's own terms, and the first three come from open Panaversity specifications. Anthropic's exams do not use them. An exam question uses plainer words for related ideas:

The book saysAn exam question may say
KSoRApproved knowledge
SSoRTask history, and where the work stands
DSoRConnected business systems, and the permissions to act in them
Role Contract and Review ContractThe job, and its acceptance criteria
Four-Part Brief: outcome, context, format, constraintsAn effective prompt: task, context, output format, constraints
Review ContractEvaluating accuracy and completeness
Authority EnvelopeHuman oversight
KSoR, a governed sourceProject knowledge and uploaded documents
Role Contract in project instructionsProject instructions, the system-level instructions for one project
SurfaceProduct feature
Open-source tools, such as OpenCode, OpenClaw and OmnaraNot examined. Anthropic's exams are about Claude

The certification map

The certification map: PCAO-F, the first slice, PCDV-F after Part III, PCAR-F after Part IV, the FDE Internship Program gate with optional assisted registration for CCAO-F and CCAR-F, then PCAR-P beyond the gate. The Managing the AI Worker exam stands apart from the path

How far you go on this map depends on your route. On the leader route, you take no exam. On the everyday professional and domain-expert routes, you take one exam, PCAO-F. On the builder route, you go on to PCDV-F after Part III, then to PCAR-F after Part IV, and then to the internship.

Qualify. Pass PCAO-F.1 Then build the first slice of your work while you prepare for PCAR-F, and pass PCAR-F.2 On the builder route, PCDV-F3 comes between them: it closes Part III, and PCAR-F follows Part IV. You do not have to study with Panaversity to take these exams.4

Enter the internship. Passing PCAO-F and PCAR-F qualifies you for the FDE Internship Program. After you enter it, you can get assisted registration for CCAO-F and CCAR-F: Panaversity helps you register. The Anthropic exams are optional.4 Anthropic currently offers them only to people who work at organizations in the Claude Partner Network.5,6 You register yourself, with a company email address from that organization. A personal address does not work.7 If you do not enter the internship, you need to work at a member organization.

Go further. PCAR-P8 is an additional credential beyond the gate.

PCxx examAnthropic certification, optionalWhat it testsTaught inExam depth inPortfolio by then
PCAO-FCCAO-F9JudgmentParts I and IIAssociate companionA. Manager
PCDV-FCCDV-F10Build and trustPart IIIDeveloper companionB. Builder
PCAR-FCCAR-F11Design and buildParts III and IVArchitect Foundations companionC. Governed worker
PCAR-PCCAR-P12Trust and ownershipParts IV and VArchitect Professional companionD. AI workforce

The Managing the AI Worker exam is separate from the exams in this table. It is graded on your work, not on multiple-choice questions. You carry out a real delegation and hand in five pieces of work:

  • a Four-Part Brief
  • a Review Contract, written before you delegate
  • an Authority Envelope
  • your review of a run you did not watch
  • your diagnosis of a failed run

Parts I and II teach all five. PCAO-F stays the knowledge exam.

CCAO-F, Anthropic's Associate exam

CCAO-F tests how you use Claude at work. It is for professionals who use Claude as a productivity tool, not for software developers. It has 60 questions. Some have one right answer. Others describe a scenario and have more than one, and each question says how many to pick.9,7 Its seven domains carry these weights:

DomainWeightWhere the book teaches it
Prompting and Task Execution14 percentChapter 5
Output Evaluation and Validation21 percentChapters 6 and 5
Product and Model Selection12 percentChapters 2 and 8
Workflow Integration and Solution Design16 percentChapters 9 and 7
Configuration and Knowledge Management12 percentChapter 8
Governance, Risk, and Responsible Use15 percentChapters 10 and 7
Troubleshooting and Optimization10 percentChapter 11

The first chapter in each row is the domain's main chapter. Part 0 prepares for several of them.

After the December 2026 exam update

Note

Projected for the exam update of December 7, 2026. Anthropic publishes the official guide on November 17, 2026, and this map is reconciled with it then.13

On that date, Anthropic updates CCAO-F. If you test on December 7 or later, prepare with the updated guide.13 Until it is out, the table below is Panaversity's projection of the seven domains, not Anthropic's guide. Three concepts are new for this update: 8.9, 9.9 and 10.10.

Projected domainWhere the book teaches it
Prompting and Task ExecutionChapters 5 and 8, with 8.9 (new)
Output Evaluation and ValidationChapters 6 and 5, and Chapter 0.2
Product, Model, and Surface SelectionChapters 2, 1 and 8, and Chapter 0.2
Workflow Integration and Agentic Solution DesignChapters 9, 3 and 2, with 9.9 (new)
Configuration and Knowledge ManagementChapters 8 and 7, with 8.9 (new)
Governance, Risk, and Responsible UseChapters 10 and 7, with 10.10 (new)
Troubleshooting and OptimizationChapter 11

How PCxx exams relate to Anthropic's

Inside a PCxx exam: one exam that covers everything on the Anthropic blueprint and current practice on both vendors. The credential shows its version, and PCxx plus the snapshot rehearsal is the readiness check

Each PCxx exam is a single exam with one passing score,14 720 out of 1,000. It covers two things:

  • The Anthropic blueprint: everything the official exam guide covers, organized by its domains.4 A domain is one topic area of the exam.
  • Current practice: how the same work is done now, on both Anthropic's and OpenAI's products.1 PCDV-F is the exception: its questions stay on Claude, like CCDV-F, the exam it prepares for.

This design is Panaversity's own assessment policy, not Anthropic's.4 Only fully released, documented features are examined. Each quarter of the year has one fixed exam version. The credential shows its version, for example PCAR-F 2026.Q4.

A PCxx exam is a credential, not a rehearsal exam. Before an official Anthropic exam, PCxx plus the snapshot rehearsal is your readiness check.


The portfolio map

The portfolio map: the four reader routes, their credentials, the parts each reads in full or in part, the milestone each part contributes to, and each route's portfolio exit. Part 0 is optional on every route

How to Use This Book lists each route's chapters, credentials, portfolio exit and reading length. A route's portfolio exit is what you have built when you finish it. Part VIII is the closing chapter and builds no milestone.

MilestonePartsEvidence
A. ManagerI, IIA verified delegated-work example, a review contract and a small governed KSoR
B. BuilderIIIA plugin, a connector, a hosted agent and a self-hosted runtime, built on Claude and ported to OpenAI and open source
C. Governed workerIVThe Digital FTE design, a served KSoR, DSoR stages, an SSoR tracking live work state, an evaluation suite and one transaction traced across all three
D. AI workforceVA pilot package with a return on investment (ROI) case
E. MarketVIA vertical decision, a published slice and a first client
F. National strategyVIIA country or institutional plan

A route can end before a milestone is complete. The everyday professional route ends with a verified example of delegated work and a review contract. It leaves out milestone A's small governed KSoR. The builder route ends with a published plugin on KSoR, DSoR, and SSoR, with an evaluation suite. It leaves out milestone D's pilot package. On these two routes, the missing piece is an extension: extra work you can choose to do. The domain-expert route ends with a written vertical decision and a co-built first slice, which you make while you learn. Milestone E also needs a first client, and that comes after the route.


Milestones, not the product

No certification on its own guarantees a job or income. Chapter 44 explains what a credential from a supervised exam proves, and what it does not. It also explains why a credential without a build is weak evidence. Part VI teaches you to sell your work and get paid, from any country. It builds toward a portfolio a stranger can check: credentials, a published plugin, public KSoR, DSoR, and SSoR work, and a demo.

Every part opens with a "You are here" panel. It shows where you are on all three journeys, the portfolio artifact the part produces, and what comes next. Those panels show these maps, one part at a time.

So read the two maps together. On the certification map, find your next exam and the milestone in the same row. On the portfolio map, see which parts your route reads and where it ends.

A milestone needs both the credential and the evidence: PCDV-F plus a plugin, a connector, a hosted agent and a self-hosted runtime reaches milestone B. PCDV-F with no plugin does not

Imagine a builder who has just passed PCAO-F. The next exam is PCDV-F. The milestone beside it is B: a plugin, a connector, a hosted agent and a self-hosted runtime, built on Claude and ported to OpenAI and open source. If that builder passes PCDV-F with no plugin, the exam is done but the milestone is not.

The CCAO-F table above shows where the book teaches each domain. Each chapter's lab ends with exam notes where the guide expects a different answer from today's products.

Next comes Part I. Read its "You are here" panel first.

Flashcards

The exam path, the internship gate, and why a milestone needs both the exam and the work.

1 / 9
  1. Panaversity Certified Associate: Foundations (PCAO-F), The AI Agent Factory, first edition.↑↑2
  2. Panaversity Certified Architect: Foundations (PCAR-F), The AI Agent Factory, first edition.↑
  3. Panaversity Certified Developer: Foundations (PCDV-F), The AI Agent Factory, first edition.↑
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