Governance with the Agent Governance Toolkit
OWASP Agentic Top 10 coverage with YAML policy files, two API surfaces, and a metric bridge that shows policy denials in Grafana.
#Governance
AI governance establishes the policies, processes, and technical controls that ensure AI systems behave responsibly. These posts cover the FREE-AI framework, policy-as-code with OPA, Agent Governance Toolkit (AGT) enforcement, sovereign data residency, and the organisational structures around responsible AI.
5 posts tagged with governance. ← All posts
Tool Wrapping: From ADK Functions to Microsoft Agent Framework Governed Tools
How to port tools, add policy enforcement, and integrate OPA.
Migrate ADK functions to Microsoft Agent Framework governed tools with policy enforcement, DLP scanning, approval gates, and OPA integration for production agent systems.
AI governance — from credential to codebase
Board policy as a YAML file the risk team owns. Annexure VI as a database query. Every governance recommendation rendered as a file path in a Go repository.
Sovereign AI is a policy, not a slide
Classification → provider allowlist. A pii-classified message can only reach a provider whose region is in the allowlist for pii. Sovereignty as a runtime gate, not a checkbox.
Policy as code, without the risk team having to ship code
A tiny CEL-style DSL plus a board-approved YAML file. The risk team adds a governance rule by editing a config file; engineering ships the rule by restarting the service.
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.