platform-engineering

18 posts in this category.

The Halt You Never Tested

Agent identity is the right primitive, but not the whole control plane

Identity Is the Substrate the Governance Stack Is Missing

Everyone Is Building Evaluators. Almost Nobody Is Building Decision Engines

Evaluations, Guardrails, and Governance Are Different Things

AI Governance Needs an Interrogator Network, Not One More Judge

The Missing Runtime Contract Between AI Evals and AI Governance

The Evaluation Stack Is Not the Governance Platform

Where AI Governance Debt Accumulates: The Agent Lifecycle

AI Output Validation Is the Risk Layer Every Enterprise Is Skipping

From Guardrails to Operating Model: The Agent Control Plane

Dynamic Guardrails for Agentic AI: Why Static Rules Break Down When Agents Can Delegate

The Silent Failure Mode in Multi-Pass LLM Pipelines: When Your Model Runs Out of Tokens and Says Nothing

Building an Automated Model Evaluation Pipeline: What Worked, What Didn't

Evaluations: The control plane for AI governance

I spent a Saturday debugging my AI blog agent and ended up rebuilding how it thinks

Agent Observability: The Missing Layer in Agentic AI Platforms

From Periodic Reviews to Continuous Governance