» Tag
governance
28 postsAgentic AI ROI: Track Cost Per Accepted Outcome, Not Tokens
A five-step framework for measuring agentic AI ROI through cost per accepted outcome instead of raw token or infrastructure spend.
Governed Agent: LLM reads text, code and rules decide outcomes
Governed Agent demonstrates a deterministic architecture where an LLM only extracts text while code and tables decide outcomes, using ITIL as the example.
Why AI Agents Should Propose Infrastructure, Not Execute It
AI agents with direct cloud API access risk emergent infrastructure mutations. A governance model splits propose, judge, and execute authority.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comAI Technical Debt: Why Generated Code Still Needs Metadata and Review
AI-generated code speeds up data engineering but hides risk. Without structured metadata, review and governance, teams accumulate hidden intent debt.
Memory Engineering Is a Promotion Pipeline, Not Notes
An AI agent framework runs memory through a promotion pipeline with evidence and approval instead of direct writes; rejection counts as a healthy outcome.
Cruxible: An Open-Source Governed Truth Layer for AI Agents
Cruxible replaces unreliable text-based memory for AI agents with a deterministic, auditable state layer. Open-source, Apache-2.0 licensed, built with Python and SQLite.
CAGE-lite: Prebind Assurance for AI Agent Actions
CAGE-lite is an open-source tool for managing AI agent actions and their business impacts.
AI Agent Infrastructure Splits at the State Layer
The AI agent infrastructure is now defined by a state layer that manages durable records of agent work.
Running Claude Code on AWS Bedrock: IAM and SCP Pitfalls to Avoid
Learn about IAM and SCP configurations to avoid pitfalls when running Claude Code on AWS Bedrock.
Open-Sourced AI Agent Framework: Character, Rules, and Tool Creation
OpenSymphony is an open-sourced AI agent framework that governs agent identity and decision-making processes, offering secure and consistent AI experiences.