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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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Agentic AI Security
Human-in-the-Loop Governance
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LLM Evaluation Methodology
AI-Generated Code Security
On-Chain Market Structure
AI IPO valuation
Total addressable market claims
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Today For You My Stack Off Radar Search

Vibe Security Radar — project — Clarity Today

project

Vibe Security Radar

Tracker that pulls CVE fix commits, traces them to the introducing commit and checks for AI tool fingerprints; had confirmed 74 AI-attributable CVEs by March 2026.

Current clusters

product1 distinct publisher

AI writes the Dockerfile, and the pipeline is still checking the app code

Two 2026 studies put AI-generated deployment infrastructure at worse than a coin flip, and the gates most CI pipelines run were built for application source, not config.

Publishers:devops.com

Reality

Evidence58
Adoption52
Hype gap+12
Incentives66

Confidence57