Architecture & foundations
The five planes, why prompts alone do not scale, what context engineering means.
The Five Planes of Agentic Operating Systems
A working decomposition for production agent systems — Intelligence, Context, Decision, Action, Trust — and what changes when you stop folding two of them together.
Beyond Prompts: The Architecture of Trust for Agentic AI
Building a governed decision runtime across Intelligence, Context, Decision, Action, and Trust — with evaluator scoring, approval tiers, and replay-bound audit.
Context Engineering in Production
Why most agent failures are not model failures — they are context failures — and what changes when context becomes a versioned, testable, replayable contract.
Context Packs in Practice: From Spec to Run
A practitioner's walkthrough of authoring, versioning, and shipping a Context Pack — buckets, policy bundles, evaluation gates, lifecycle, and the eight-stage compile pipeline.