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Insights on Governed AI Agents, Decision Intelligence & Context OS

Articles, frameworks, and practical thinking for teams building enterprise AI that is contextual, bounded, auditable, and trusted in production

AI Agent Reliability Enterprise | Stop Duplicate Actions

AI Agent Reliability Enterprise | Stop Duplicate Actions

AI agent reliability enterprise requires idempotency by design — not ad hoc retry logic. The Action Commit Protocol makes every agent action safe to ...

Semantic Layer for AI Agents: What It Is and What Agents Need

Semantic Layer for AI Agents: What It Is and What Agents Need

What is a semantic layer, and what do AI agents need beyond it? Context layer vs semantic layer, Snowflake and Databricks views, and a readiness ...

Offline AI Coding Agent: Three-Model Architecture & Context OS

Offline AI Coding Agent: Three-Model Architecture & Context OS

Offline AI coding agent architecture: how ElixirData runs a Planner-Generator-Completer pipeline with Context OS inside an air-gapped network.