Docs · Credentials

ReferenceUpdated 6 days ago

Earned by coverage, signed by math

GenBodha credentials are issued automatically from what you actually do: graded labs across your discipline’s skill graph. They are AI-assisted and lab-graded — Completion credentials carry no proctored exam or live defense. Each credential is cryptographically signed — anyone can check its signature in seconds — and states its own method, so a reviewer always knows exactly what it claims.

What GenBodha issues today

As of 2026-10-24, GenBodha issues Completion credentials only: signed, lab-graded, earned with AI assistance available. GenBodha does not yet issue its Verified credential (one skill, on a held-out problem, with no AI in the lab) in any discipline.

Credential status by discipline
DisciplineCompletionVerified
GenAI Agent EngineeringAvailableNot yet available
GenAI Inference EngineeringAvailableNot yet available
GenAI Platform EngineeringAvailableNot yet available
GenAI Safety & Evaluation EngineeringAvailableNot yet available
GenAI Security EngineeringAvailableNot yet available
Forward Deployed GenAI EngineeringAvailableNot yet available
GenAI Application EngineeringAvailableNot yet available
GenAI Data EngineeringAvailableNot yet available
GenAI Engineering LeaderAvailableNot yet available
GenAI Solutions ArchitectureAvailableNot yet available
GenAI Solutions & DeliveryAvailableNot yet available
LLMOps EngineeringAvailableNot yet available

Status last changed 2026-10-24. Status changes

What it is

Evidence that you completed graded, hands-on labs covering a measured share of a discipline’s skills, with AI assistance available throughout.

What it is not

A proctored exam, a timed test, or a substitute for an interview. It certifies coverage and applied practice — not unassisted recall.

Verified — not yet available

GenBodha does not yet issue its Verified credential in any discipline. Everything on this page describes Completion credentials, which are what GenBodha issues today. This page will say, with a date, when that changes.

The ladder

1

Foundational

Shareable now

Passed graded labs covering at least 25% of the discipline's skill graph.

Criteria →
2

Associate

Shareable now

~45% of the skill graph, with at least one passed lab in every skill area.

Criteria →
3

Professional

Shareable now

~65% of the skill graph, with no skill area below 30%.

Criteria →
4

Advanced (Lab Proficiency)

Held — not issued yet

80%+ of the skill graph, every area ≥50% — AI-assisted lab work, not a proctored exam.

Criteria →
5

Distinguished

Rare — cross-discipline

Professional or higher across two or more disciplines, with sustained activity.

Criteria →

Tiers are per-discipline (except Distinguished, which is cross-discipline). You can hold different tiers in different disciplines at the same time. “Coverage” is the share of a discipline’s skill graph you’ve reached with passed, distinct graded labs.

Foundational

A graded on-ramp. You’ve passed enough graded labs to cover at least a quarter of the discipline’s skill graph — not yet broad coverage, but a real, signed start.

≥25% skill-graph coverage — passed distinct member labs across the discipline; each distinct passed lab counts once toward the discipline’s skill graph.
Lab-graded — auto-graded by running it: both companion scripts must exit cleanly on your code.

Associate

Demonstrated breadth, not just depth in one corner of the discipline.

~45% skill-graph coverage across the discipline.
Every skill area touched — at least one passed lab in each skill area, so the coverage isn’t concentrated in one place.

Professional

Trained across the discipline, no weak pillars — “broadly trained on the curriculum.” That is exactly, and only, what the signed credential claims: it checks out as Authentic · lab-graded, not as a held-out proof of unaided skill. The artifact never says more than the work behind it.

~65% skill-graph coverage across the discipline.
No skill area below 30% — the breadth floor that separates real coverage from a gameable average.

Advanced (Lab Proficiency)

The top skill-graph tier: near-complete coverage with real breadth in every area. Earned over AI-assisted, lab-graded work — deliberately not called “Expert,” because there is no proctored exam behind it. (The separate Frontier-earned Expert tier — see “Credentials are live” above — is its own path, not this tier.)

≥80% skill-graph coverage across the discipline.
Every skill area ≥50% — strong breadth, no thin spots.
AI-assisted, lab-graded — hands-on lab work with assistance available; not a timed or proctored test.

Distinguished

Breadth across fields. Rare by design.

Professional or higher in 2+ disciplines — two distinct disciplines, held at the same time.
Currently active — sustained recent contribution on the platform: open-source study units, and teaching (for example peer reviews or published explainers). This is not a lifetime achievement.

How your credential is signed

Every graded lab you pass becomes a signed entry in your evidence record. When your coverage of a discipline’s skill graph crosses a tier threshold, our promotion service automatically issues a credential in the W3C Verifiable Credentials format (the signing format, not the Verified checkpoint), which also records its own method (AI-assisted, lab-graded, no live defense) so the claim is never ambiguous.

The credential is signed with an Ed25519 key held in Google Cloud KMS, and the matching public key is published at genbodha.ai/.well-known/did.json. Each credential names the key version that signed it, so the key can rotate without invalidating earlier credentials. Tiers are awarded by an automated rule engine from your evidence — no one hand-assigns a tier. And because every credential carries a public, signed revocation status, a credential we pull (or re-issue) fails verification against our published revocation status from the moment we revoke it — revocability is the feature that keeps the signal trustworthy, not a loophole.

How verifiers check it

A recruiter, ATS, or LinkedIn integration pastes your credential URL into our verifier widget. The check doesn’t ask anyone to take our word for it: the credential JSON, our public signing keys, and the signed revocation status are all public endpoints, and the signature check runs in your browser — not on a server we control. One honest caveat: that check runs through our verifier today, not a generic W3C VC library; standard-library interop is on the roadmap.

  • They fetch our public key once from /.well-known/did.json.
  • They verify the Ed25519 signature in the browser against that key.
  • They check revocation against a public, signed status list, or hit /api/credentials/{id}/verify for a one-shot active/expired/revoked answer.
  • They get a yes/no in seconds — the only calls to us are the public key and the status list, both public, signed endpoints.

If a credential is altered after signing — by you, by us, by anyone in between — the check fails. That’s the point.

Why credentials expire in place

Coverage credentials (Foundational through Advanced) are valid for 24 months. The Frontier-earned Expert and the cross-discipline Distinguished tier are re-checked sooner — 18 months — so the highest claims stay the most current. GenAI skills move fast, so coverage is re-checked rather than assumed permanent — a credential reflects what you can do now, not five years ago.

Where to next

Status changes

  • As of , GenBodha does not yet issue its Verified credential in any discipline. Until , our docs described Verified as “beta”. No Verified credential was ever issued, and checkpoint grading has been off since .

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