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Microsoft Open Source Blog

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2026-05-23

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STATE-Bench Microsoft Conductor Claude Microsoft Open Source Blog Agent Runtime Security Crystallizes as Product Category: Microsoft Toolkit + Capsule Security + Show Agent Governance Toolkit Capsule Security ClawGuard Microsoft Releases Agent Governance Toolkit: First Open-Source Framework Covering All 10 OWASP Agent Microsoft Releases Agent Governance Toolkit: Open-Source Runtime Security Covering All 10 OWASP Agen LangChain CrewAI

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2026-05-23 / AGENTSMicrosoft Releases STATE-Bench: Open-Source Memory-Agnostic Benchmark Measuring Whether Agents Actually Improve with ExperienceMicrosoft published STATE-Bench (Stateful Task Agent Evaluation Benchmark) on May 19, an open-source benchmark that goes beyond retrieval tests to measure whether agent memory translates to improved task completion in realistic enterprise scenarios. Each task includes a pre-populated database of artifacts (bookings, orders, carts), a customer with a specific problem, and deterministic state assertions defining success. The benchmark evaluates four dimensions: task completion, cross-run consistency, operational efficiency, and user communication quality — addressing the gap where most memory benchmarks only test retrieval plumbing, not downstream performance.
2026-05-22 / AGENTSMicrosoft Open-Sources Conductor: YAML-Driven Deterministic Multi-Agent Orchestrator With Cross-Provider SupportMicrosoft released Conductor (MIT license) on May 14, a CLI tool for defining multi-agent workflows in YAML with deterministic routing via Jinja2 templates — zero tokens consumed by the orchestration layer. Conductor supports mixing GitHub Copilot and Anthropic Claude providers per-agent (e.g., claude-haiku-4.5 for classification, gpt-5.2 for research with MCP tool access, claude-opus-4.6-1m for reasoning). Features include static parallel groups with configurable failure modes, dynamic for-each with batched concurrency, human approval gates, and a built-in real-time web dashboard.
2026-04-17 / PROJECTSAgent Runtime Security Crystallizes as Product Category: Microsoft Toolkit + Capsule Security + Show HN Project Ship Same Month

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