Verification register Compute & Web Infra
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 55
- Reported
- 54
- Verified
- 49
- Gap
- +6
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
Wait for stronger evidence
- Why
- Credible CNCF-incubating lineage and strong direction, but the LLMInferenceService API itself is alpha (v1alpha1) and the deployment model is far heavier than our current architecture requires.
- Next
- Revisit when the CRD reaches v1beta1+/stable and if we adopt self-hosted GPU LLM serving on Kubernetes; for now pragma.vision's LLM needs are met by hosted APIs, so no K8s inference platform is warranted.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 0
- Tier 2
- 3
- Tier 3
- 3
- Supports
- 4
- Contradicts
- 1
- Context
- 1
- Latest observed
- 2026-06-24
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
This is the initial public reading. No earlier readiness change is recorded.