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https://www.productionai.institute/graph/entities/agent-readiness-cohort-2026-05

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Production AI Institute public record · State of Agent Readiness - May 2026 cohort · observed 2026-05-13
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State of Agent Readiness - May 2026 cohort

An immutable PAI Lab snapshot of visible Production Safety Framework evidence across a public sample of AI agent repositories. The frozen sample scanned 20 public repositories and found 38% average visible evidence coverage.

Confidence
78%
Sources
3
Events
1
Observed
observed 117d ago
State of Agent Readiness - May 2026 cohort

What changed

20 public repositories scanned; 38% average visible evidence coverage; 4 showed human-oversight evidence; 0 showed eval evidence.

  • State of Agent Readiness - May 2026 — frozen Agent Readiness editionhttps://www.productionai.institute/agent-readiness/benchmark/2026-05
  • Agent Readiness methodology PAI-ARI-2026.1https://www.productionai.institute/agent-readiness/methodology
  • GitHub public repository search endpoint used for Agent Readiness discoveryhttps://docs.github.com/en/rest/search/search#search-repositories

Timeline

  1. 13 May 2026State of Agent Readiness - May 2026 — Agent Readiness benchmark
    Benchmark78%
    • State of Agent Readiness - May 2026 — frozen Agent Readiness editionhttps://www.productionai.institute/agent-readiness/benchmark/2026-05
    • Agent Readiness methodology PAI-ARI-2026.1https://www.productionai.institute/agent-readiness/methodology
    • GitHub public repository search endpoint used for Agent Readiness discoveryhttps://docs.github.com/en/rest/search/search#search-repositories

PSF mapping

D1D2D3D4D5D6D7D8

This entity's public record implicates D1-INPUT-BOUNDARY-REGISTER, D2-OUTPUT-VALIDATION-CONTRACT, D3-DATA-HANDLING-RECORD, D4-OBSERVABILITY-SIGNALS, D5-MODEL-CHANGE-GATE, D6-AUTONOMY-OVERSIGHT-MATRIX, D7-TOOL-PERMISSION-REGISTER, D8-PROVIDER-FALLBACK-PLAN: inspect linked events and sources before changing production controls.

AssessmentTypeConfidence
State of Agent Readiness - May 2026 — domain coverageagent readiness78%

Source trail (3)

primary · checked 13 May 2026

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pai assessment · checked 13 May 2026

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pai assessment · checked 13 May 2026

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projectbug-ops/zephprojectHankHuang0516/EClawprojectholaboss-ai/holaOSprojecthrygo/hotplexprojectIcarus603/claude-codestandardPSF D1 — Input GovernancestandardPSF D2 — Output ValidationstandardPSF D3 — Data Protection

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"State of Agent Readiness - May 2026 cohort." https://www.productionai.institute/graph/entities/agent-readiness-cohort-2026-05 (observed 2026-05-13; retrieved 2026-09-08). PAI.

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