https://artemisowl.io/Recent content on Artemis Owl SystemsHugoen-usMon, 17 Aug 2026 00:00:00 +0000https://artemisowl.io/research/trust-as-policy-and-evidence-across-boundaries/Mon, 16 Mar 2026 00:00:00 +0000https://artemisowl.io/research/trust-as-policy-and-evidence-across-boundaries/Trust in a software system is a measurable property: the policy you enforce and the evidence you keep at every boundary where control changes hands.https://artemisowl.io/research/middleware-as-mediation-and-control/Thu, 19 Mar 2026 00:00:00 +0000https://artemisowl.io/research/middleware-as-mediation-and-control/Middleware is the mediation and control layer of a system: the place where translation, routing, context assembly, and policy become operational.https://artemisowl.io/research/semantic-caching-is-an-authorization-boundary/Sat, 11 Jul 2026 00:00:00 +0000https://artemisowl.io/research/semantic-caching-is-an-authorization-boundary/Semantic caching reuses model responses by meaning rather than exact match. That turns the cache into a place where authorization decisions are made, not just a latency optimization.https://artemisowl.io/artifacts/context-broker-patterns/Sun, 08 Mar 2026 00:00:00 +0000https://artemisowl.io/artifacts/context-broker-patterns/A developing pattern library for mediating context, tools, and policy across software workflows.https://artemisowl.io/research/semantics-belongs-in-the-runtime/Mon, 16 Mar 2026 00:00:00 +0000https://artemisowl.io/research/semantics-belongs-in-the-runtime/Semantics is shared meaning made operational: the contract stack that lets systems interpret, exchange, and preserve meaning without drift.https://artemisowl.io/artifacts/ontology-ops-kit/Sun, 08 Mar 2026 00:00:00 +0000https://artemisowl.io/artifacts/ontology-ops-kit/A starter kit for treating ontologies as living, version-controlled operational assets alongside your code.https://artemisowl.io/artifacts/decisionops-control-plane/Sun, 19 Apr 2026 00:00:00 +0000https://artemisowl.io/artifacts/decisionops-control-plane/A local-first reference architecture for Enterprise DecisionOps, demonstrating how AI agents operate safely by mapping runtime setup to verifiable audit evidence.https://artemisowl.io/research/trust-needs-visible-interfaces/Sun, 08 Mar 2026 00:00:00 +0000https://artemisowl.io/research/trust-needs-visible-interfaces/Systems earn trust at the point of use. Policy, provenance, and refusals belong on the product surface, where people make decisions — not archived behind it.https://artemisowl.io/research/platform-discipline-as-trust-infrastructure/Thu, 19 Mar 2026 00:00:00 +0000https://artemisowl.io/research/platform-discipline-as-trust-infrastructure/Platform discipline is trust infrastructure: the runtime substrate of identity, telemetry, and deployment discipline that makes a system’s operational claims hold.https://artemisowl.io/research/finished-and-delivered-are-different-facts/Mon, 17 Aug 2026 00:00:00 +0000https://artemisowl.io/research/finished-and-delivered-are-different-facts/A governed run finished its task and lost it: the executor committed, the wrap-up step read a clean tree as failure and aborted, cleanup deleted the only copy, and the ledger wrote done with no pull request beside it. Both words were true. Wherever a status vocabulary keeps one column for completion and delivery, it will eventually record one as the other.https://artemisowl.io/research/a-runaway-token-bill-is-a-diagnosis-problem/Fri, 07 Aug 2026 00:00:00 +0000https://artemisowl.io/research/a-runaway-token-bill-is-a-diagnosis-problem/When an agent burns its budget and dies at the turn cap, the instinct is to raise the cap. But roughly 99% of an attempt’s tokens are context re-carried through every turn, so a defect that strikes early taxes every turn after it. One audited run spent about 40% of its turns re-deriving a defect already on file — and the fix was one line.https://artemisowl.io/downloads/audit-packet/Tue, 14 Jul 2026 00:00:00 +0000https://artemisowl.io/downloads/audit-packet/A worked example of what an auditable agent decision actually looks like: decision traces, evidence, versioned schemas, policy, and supply-chain attestations for one correlated run.https://artemisowl.io/research/identity-is-a-runtime-baseline/Thu, 19 Mar 2026 00:00:00 +0000https://artemisowl.io/research/identity-is-a-runtime-baseline/Identity is a runtime baseline: the thing that determines whether policy, telemetry, and audit logic can attach to a stable actor at all.