learn: The ideas behind governed AI work.

Guides and a working glossary for governed AI agent workflows, from the team behind ConvOps. Every idea comes with a picture of how it moves: plain words first, the engine second.

12 guides · 25 terms · films coming soon

The whole systemAutonomous systemAn AI loop that starts itself, follows a process, and leaves a record.
the guides

Guides for running AI agents under a process.

Long reads with a picture for every idea, from making Claude Code follow a process to EU AI Act oversight. Start with the one closest to your question.

the category guide
How to govern autonomous AI systemsProcess as structure, gates where judgment is needed, two names in the audit.9 min read · 7 sections Read the guide
the mechanics guide
Agentic workflows, explainedSteps, gates, detours and loops: how a process becomes something an AI can run.8 min read · 7 sections Read the guide
the memory guide
Why AI agents forget, and the memory that makes run 40 beat run 1Why AI sessions forget, and the capture habit that makes run 40 beat run 1.7 min read · 5 sections Read the guide
claude code
How to make Claude Code follow a processSteps as a skill, hard stops as hooks, and an engine for gates and sign-offs.10 min read · 7 sections Read the guide
claude code
CLAUDE.md too long? What to keep and what to moveUnder 200 lines. Facts stay; procedures, folder rules and hard rules move out.10 min read · 7 sections Read the guide
claude code
How to run Claude Code unattended on Kubernetesclaude -p in a locked-down Job, then a process that knows where to stop.11 min read · 8 sections Read the guide
governance
Human approval gates for AI agentsA stop the system checks, not a request the model weighs.10 min read · 8 sections Read the guide
the definition
What is graph engineering? A guide for AI agent teamsThe term's three meanings, with sources, and the process-graph sense ConvOps uses.10 min read · 7 sections Read the guide
the audit guide
AI agent audit trail: what to record, and whyWhat an agent audit trail must record, and why the human identity has to come from the credential.10 min read · 7 sections Read the guide
the regulation guide
EU AI Act human oversight for AI agentsArticle 14 in plain words, the post-omnibus dates, and how oversight maps to agent workflows.11 min read · 7 sections Read the guide
the comparison guide
Skills vs MCP vs workflows for AI agentsSkills package know-how, MCP gives reach, workflows set order and stops. Fair definitions, side by side.10 min read · 7 sections Read the guide
the team memory guide
Shared memory for AI agent teamsWhat Claude Code shares across a team, what it keeps on one machine, and how to add a shared brain.10 min read · 7 sections Read the guide

Weighing tools? ConvOps compared with Dynamic Workflows, Archon, LangGraph and more

the glossary

Every term, and how they connect.

Hover or tap a term to see what it touches. Colour tells you the kind of idea. Each one opens to a full definition.

the films

Start with the films.

Short films and a course that show the same ideas running. They are being finished now.

coming soon
film

Teach it once

The process is taught once. Every AI and every person then runs it the same way.

coming soon
film

Teach it once: the brain

A decision made in one AI tool, still there when another tool opens a new chat.

coming soon
course · 9 lessons

Govern your repo

Approvals on every step first. Then let the work run on its own as trust grows.