Verification register Compute & Web Infra
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 66% · stale
- Computed at
- 2026-08-20T10:53:33.788351+00:00
- Claimed
- 80
- Reported
- 77
- Verified
- 71
- Gap
- +9
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Too early to adopt
- Why
- Best-in-class for KVCache-centric self-hosted serving, but pragma.vision consumes hosted LLM APIs and has no GPU/RDMA fabric. The entire value proposition (disaggregated KV cache across a GPU cluster over RDMA) is inapplicable to the current architecture, and adopting it would violate free-tier discipline.
- Next
- No action beyond tracking; revisit only if/when a self-hosted vLLM/SGLang GPU deployment with multi-instance KV reuse is on the roadmap.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 13
- Tier 1
- 0
- Tier 2
- 0
- Tier 3
- 13
- Supports
- 7
- Contradicts
- 4
- Context
- 2
- Latest observed
- 2026-05-23
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from ready to ready.