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Governance

Everything tagged Governance.

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LLM

Your AI Stack Has an Expiration Date: Model Sunsets Are the New Patch Tuesday

Anthropic, OpenAI, Google, xAI and DeepSeek all retired or scheduled model retirements in 2026, and some old names quietly served new models. Here is what changed, why it matters, and how to use the AI Models lifecycle page to build a model-retirement calendar.

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Agentic AI

Everyone Bought AI Observability. Nobody Owns Agent Behavior.

The AI observability market split into four segments (infra telemetry, dev tooling, runtime security, autonomous remediation) with a wave of 2025-2026 acquisitions behind it. None of them own whether an agent behaved correctly.

AI

Your Data Isn't Ready for AI (And Why That's Actually Good News)

Your data isn't ready for AI, and that's good news. It means you found the problem before you built on it. What LoginRadius, GrackerAI, and LogicBalls taught me about the gap between organized data and AI-ready data, plus the 2025 numbers on why it sinks most projects.

digital identity

What is Identity Governance & Administration?

Identity Governance and Administration is the policy and audit layer on top of IAM. Why every mid-sized organization now needs it and what to evaluate.