agent-governance-toolkit good first issues (Python)

[Epic]: AGT Studio umbrella tracker 14 days ago

enhancement help wanted agent-governance architecture Priority: HIGH

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

feat: language parity for require_approval approval chains (TypeScript, .NET, Rust, Go) about 1 month ago

enhancement help wanted agent-governance architecture needs-review:MEDIUM accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

bug(examples/flowise-governance): flowise-flow.json fails to import on Flowise 2.x and 3.x about 1 month ago

bug good first issue help wanted integration/flowise-agentmesh needs-review:MEDIUM Priority: HIGH

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Bug]: Quickstart imports fail on base install — README paths need [full], and agent_os is deprecated about 1 month ago

bug documentation good first issue

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Hypervisor/SagaOrchestrator: async-without-await methods create a mixed sync/async surface (footgun) 3 months ago

bug help wanted agent-hypervisor accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

agt red-team: report verdict and CI exit code use different criteria 3 months ago

bug good first issue

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

feat: language parity for accumulated context governance (TypeScript, .NET, Rust, Go) 3 months ago

enhancement help wanted agent-governance architecture accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

mcp: make bundled servers stateless-first 3 months ago

enhancement help wanted architecture Priority: HIGH accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

credential_redactor: docs imply redact() scrubs PII, but it covers secrets only; SSN patterns diverge 3 months ago

documentation good first issue

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

agent-os PolicyInterceptor: check ordering inconsistent with pre_execute_check 4 months ago

bug good first issue

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: document MCP 2026-07-28 dual-stack migration 4 months ago

documentation help wanted architecture Priority: HIGH accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track AppArmor/SELinux denylist enforcement for sandbox execution (option 3) 4 months ago

enhancement help wanted agent-hypervisor security Priority: MEDIUM accepted blocked

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Terraform/OpenTofu modules for governed agent infrastructure (AWS + Azure) 4 months ago

help wanted integration accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track cross-language skill-aware audit trail hardening parity (TypeScript, .NET, Go, Rust) 4 months ago

enhancement help wanted integration accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track PolicyEvaluator/govern wiring for require_approval after ADR-0030 4 months ago

enhancement help wanted architecture needs-review:MEDIUM

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Proposal: optional embedding/kNN prompt-injection signal from research corpus 4 months ago

help wanted research security rust accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Indirect / tool-output prompt-injection rule family for the prompt-injection detector 4 months ago

help wanted security rust needs-review:HIGH accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track Rust skill-aware audit trail hardening parity with #2907 5 months ago

enhancement help wanted needs-review:UNKNOWN

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track .NET skill-aware audit trail hardening parity with #2907 5 months ago

enhancement help wanted needs-review:UNKNOWN

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Track Go skill-aware audit trail hardening parity with #2907 5 months ago

enhancement help wanted needs-review:UNKNOWN

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

chore: complete Python package consolidation — stub remaining legacy + integration packages 5 months ago

good first issue Priority: MEDIUM chore

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

feat: wire GovernedCallable into hypervisor ring enforcement 5 months ago

enhancement help wanted agent-mesh security Priority: HIGH accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: CI: Enforce agent-os governance parity + adapter contract conformance tests in package-matrix test job (remove soft-fail for this scope) 5 months ago

enhancement good first issue ci/cd needs-review:MEDIUM accepted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

feat: policy regression testing framework 5 months ago

enhancement good first issue help wanted agent-os Priority: MEDIUM

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

feat: minimal-PATH sandbox image for command denylist enforcement 5 months ago

enhancement good first issue agent-hypervisor needs-review:MEDIUM

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

chore: follow-ups from claude code marketplace sync (#2623) 5 months ago

good first issue needs-review:MEDIUM

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Rust: agentmesh/src/mcp is a verbatim copy of agentmesh-mcp/src/mcp (~5,500 lines) 5 months ago

enhancement help wanted rust

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Add Cedarling as an alternate policy backend in Agent OS 5 months ago

enhancement help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

agent_mcp_governance is a re-export shim with no MCP-specific logic 5 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Help panel uses hand-rolled Markdown subset; vetted library would reduce fragility (agent-os-vscode extension.ts) 5 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

Tracking: Low-priority cleanup items from AEGIS audit 5 months ago

documentation help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Bug]: scripts/security_scan.py fails from repo root after layout flattening (stale agent-os import path) 5 months ago

bug good first issue scripts

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docker_provider: exec_run(demux=True) buffers full container output before truncation 5 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run Agent SRE tutorial end-to-end and document issues 6 months ago

documentation good first issue size/M agent-sre

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run Rust SDK tutorial end-to-end and document issues 6 months ago

documentation good first issue size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Add Quickstart runnable example for the Go SDK (parity with .NET / Rust / Python / TypeScript) 6 months ago

enhancement good first issue

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add .NET ASP.NET middleware demo 6 months ago

enhancement good first issue size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run AgentMesh tutorial end-to-end and document issues 6 months ago

documentation good first issue size/M agent-mesh

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run .NET SDK tutorial end-to-end and document issues 6 months ago

documentation good first issue size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

tests: add unit tests for .NET SDK governance client 6 months ago

good first issue tests size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

ci: add markdown link checker to CI 6 months ago

good first issue size/S ci/cd

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

ci: add spell checker for documentation 6 months ago

good first issue size/S ci/cd

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run episodic memory notebook and document issues 6 months ago

documentation good first issue size/M agent-mesh

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

tests: add integration smoke tests for Python packages 6 months ago

good first issue python tests size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add Python Agent SRE runbook example 6 months ago

enhancement good first issue size/S agent-sre

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add Python AgentMesh multi-agent demo 6 months ago

enhancement good first issue size/M agent-mesh

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: standardize formatting in tutorials index 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

tests: add unit tests for Rust SDK core modules 6 months ago

good first issue tests size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

tests: add unit tests for TypeScript SDK core functions 6 months ago

good first issue javascript tests size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

tests: add unit tests for Go governance middleware 6 months ago

good first issue tests size/M

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

verify: run Agent OS tutorial end-to-end and document issues 6 months ago

documentation good first issue size/M agent-os

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add .NET quickstart console app 6 months ago

enhancement good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add TypeScript policy evaluation example 6 months ago

enhancement good first issue javascript size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add TypeScript quickstart example 6 months ago

enhancement good first issue javascript size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add Rust audit logging example 6 months ago

enhancement good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add Rust quickstart example 6 months ago

enhancement good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add runnable Go SLO tracking demo 6 months ago

enhancement good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

examples: add runnable Go HTTP middleware demo 6 months ago

enhancement good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add language table and contribution guide for i18n 6 months ago

documentation good first issue community size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add contributing/build section to Rust SDK README 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add Getting Started section to MCP Trust Server README 6 months ago

documentation good first issue size/S agent-mesh

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add quick-start section to Agent SRE README 6 months ago

documentation good first issue size/S agent-sre

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: fix PyPI link in Agent SRE README 6 months ago

documentation good first issue size/XS agent-sre

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add quick-start install section to AgentMesh README 6 months ago

documentation good first issue size/S agent-mesh

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: fix encoding artifacts in TypeScript README 6 months ago

documentation good first issue size/XS

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add npm/CI badges to TypeScript SDK README 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add badges and install instructions to Go SDK README 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add cargo install quickstart to Rust SDK README 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

docs: add CI/license/crate badges to Rust SDK README 6 months ago

documentation good first issue size/S

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Lightweight OS-level sandboxing alternative to openshell 6 months ago

enhancement help wanted triage

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🎥 Video Series: Agent Governance Toolkit Architecture Deep Dive 6 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🎓 Workshop Materials: Introduction to AI Agent Governance (2-hour session) 6 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: Comparing Agent Governance Approaches — A Framework Review 6 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🧪 Tutorial: Chaos Testing Your AI Agents with Agent SRE 6 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📋 Validate: ISO 42001 (AI Management System) Alignment Assessment 6 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: From Chatbot to Autonomous Agent — A Governance Maturity Model 6 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: Building Trust Between AI Agents — DIDs, Signatures, and Zero-Trust Mesh 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: EU AI Act for AI Agent Developers — A Practical Compliance Checklist 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📹 Tutorial: Deploying Agent Governance with Docker Compose (Video) 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: Agent SRE — SLOs, Error Budgets, and Circuit Breakers for AI Agents 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

�� Blog Post: I Added Governance to My AI Agent in 30 Minutes — Here's How 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: MCP Security — Why Your AI Agent's Tool Calls Need a Firewall 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: OWASP Agentic Top 10 — What Every AI Developer Should Know in 2026 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

�� Tutorial: Building a Policy-Governed Chatbot with LangChain + AgentMesh 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📐 Validate: NIST AI Risk Management Framework (AI RMF) Alignment 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📊 Article: Scaling AI Agents from 10 to 10,000 — Governance Lessons 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Article: The Trust Problem in Multi-Agent Systems — How DIDs Solve It 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📊 Infographic: Agent Governance Toolkit Architecture Overview 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📹 Video: Live Coding — Build a Governed Multi-Agent System from Scratch 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🔍 Validate: SOC 2 Type II Control Mapping for Agent Governance 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📝 Blog Post: Policy-as-Code vs Prompt Engineering — When Guardrails Need Governance 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

📹 Tutorial: Getting Started with Agent OS in 10 Minutes (Video) 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🌍 Demo: Multi-Agent Collaboration with Trust Verification (Interactive) 7 months ago

enhancement good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🎓 Tutorial: Policy-as-Code for AI Agents — From Zero to Production 7 months ago

documentation good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🏢 Case Study Template: Agent Governance in Enterprise Environments 7 months ago

documentation good first issue help wanted community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

🏗️ Demo: Agent Governance Dashboard — Real-Time Policy Monitoring 7 months ago

enhancement good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

�� Benchmark: Agent Governance Overhead — Latency and Throughput Analysis 7 months ago

documentation enhancement good first issue community

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Annex IV technical documentation exporter 7 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Promote EU AI Act risk classifier from examples to library code 7 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

[Feature]: Formal accuracy declaration mechanism alongside SLIs 7 months ago

enhancement help wanted

microsoft/agent-governance-toolkit

20

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Python

#agent-framework#ai-agents#ai-safety#compliance#governance#microsoft#owasp#policy-engine#python#security#trust#zero-trust

microsoft/agent-governance-toolkit

Open Issues Need Help