{"data":{"id":"16744215-aef7-4a05-bec2-2fa6a92affc2","title":"The CSO’s blind spot: Why platform engineering 2.0 is now a security imperative","summary":"AI agents are now running in production with minimal security oversight, creating new attack surfaces (like prompt injection, where malicious instructions are hidden in AI inputs, and model poisoning, where unsafe models are deployed without verification) that traditional security tools cannot detect. The source argues that fixing this requires architectural changes through 'Platform Engineering 2.0,' which embeds security controls directly into the infrastructure rather than relying on developer-side checks alone.","solution":"The source explicitly recommends implementing Platform Engineering 2.0 with four control surfaces: (1) Model governance, a versioned model registry with provenance tracking, approval gates, and drift monitoring where every model deployment requires a signing check; (2) Prompt security, platform-level input sanitization and output filtering with context boundary enforcement at the infrastructure layer; (3) Data isolation and privacy, including tenant-level data boundaries with encryption at rest and in transit, DLP policies embedded in inference pipelines, and real-time PII masking; (4) Inference audit, a continuous real-time record of every AI inference with explainability outputs and compliance reporting. The source also states that 'configurations enforce least privilege, mTLS (mutual TLS, a protocol that verifies both sides of a connection), micro-segmentation, and automated secrets rotation.'","labels":["security","policy"],"sourceUrl":"https://www.csoonline.com/article/4202540/the-csos-blind-spot-why-platform-engineering-2-0-is-now-a-security-imperative.html","publishedAt":"2026-07-29T01:09:14.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["prompt_injection","model_poisoning","data_extraction","supply_chain"],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-07-29T01:09:14.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}