pragma.vision Your technology observatory

Verification register Compute & Web Infra

Readiness verdict

llm-d

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-06-28
Revision
1
Method
v1.0.0

Current reading

The readiness gap, in one scan

AI-assisted assembly · derived results

Claimed
70

Public ambition and stated capability

Reported
61

Observed practitioner reporting

Verified
52

Independently supported evidence

Gap
+18

Claimed minus verified

Evidence strength Critical

Decision

What the current evidence supports

Human editorial judgment · 2026-06-28

Track; not yet

Why
Strong backing (Red Hat, Google, IBM, NVIDIA, CNCF) and clear architecture, but it is pre-1.0, K8s-GPU-cluster-only, and its benefits are orchestration gains we cannot realize without self-hosted GPU inference — which the ecosystem does not run.
Next
Monitor toward a 1.0 / CNCF Incubation milestone; reconsider only if pragma.vision stands up a self-hosted multi-model GPU inference cluster on Kubernetes

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
2
Tier 3
4
Supports
3
Contradicts
2
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.

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