# Learn

Neomanex Learn: courses, guides, patterns and learning paths for building and running AI agents.

## Courses

- [Govern: one way of working for your team's AI agents](https://neomanex.com/learn/courses/govern): Every developer's agent on your team works a different way, and the shared instructions file grows until nobody reads it. In nine lessons you give the team one way of working, built by asking Claude Code: a short AGENTS.md that routes to your standards and docs, a locked review list, a hook, one bug-fix workflow, and three loops that keep it small. Lesson 9 checks your own repo for the certificate. Level: intermediate. Duration: 72 min. Price: $99 launch offer until 2026-11-01 (list price $299). Plain text: https://neomanex.com/learn/courses/govern.md
  - Free lesson: Make every agent read one file: https://neomanex.com/learn/courses/govern/lessons/why-agents-work-differently

## Guides

- [Playwright MCP Acceptance Testing: Agents Run the Journeys](https://neomanex.com/learn/guides/playwright-mcp-acceptance-testing): Agent-driven acceptance testing is a verification loop where an AI agent drives each user journey in a real browser and reports pass or fail against frozen acceptance criteria. We run acceptance testing with Playwright MCP on ConvOps: the agent that tests never fixes, and a failure goes back to the build until the whole run passes again. Plain text: https://neomanex.com/learn/guides/playwright-mcp-acceptance-testing.md
- [Build a Self-Improving AI System: Workflows, Memory, Gates](https://neomanex.com/learn/guides/build-self-improving-ai-system): A self-improving AI system is a repository of standards, a memory store and gated workflows that turn each finished job's lessons into rules the next job reads. It learns in six layers, from memory to a pipeline that reviews the whole system. We run ours on ConvOps. Plain text: https://neomanex.com/learn/guides/build-self-improving-ai-system.md
- [Claude Code Deleted My Files? The Layer That Stops It](https://neomanex.com/learn/guides/stop-claude-code-deleting-files): A Claude Code delete guard is four layers that stop an agent deleting your files: an approval prompt, a deny rule, a PreToolUse hook and work that is committed and pushed. ConvOps adds isolated runs and a sign-off before merge for the runs nobody watches. Plain text: https://neomanex.com/learn/guides/stop-claude-code-deleting-files.md
- [CLAUDE.md Too Long? What to Cut and Where It Goes](https://neomanex.com/learn/guides/claude-md-too-long): A CLAUDE.md is too long when it carries lines the agent would not get wrong without them. Neomanex fixes it with an audit: test every line, keep what prevents a mistake, and move the rest to a docs page, skill, folder rule, ConvOps workflow or hook, for CLAUDE.md and AGENTS.md alike. Plain text: https://neomanex.com/learn/guides/claude-md-too-long.md
- [How We Run Our Company With AI Agents on Workflows That Remember](https://neomanex.com/learn/guides/run-a-company-with-ai-agents): Running a company with AI agents means every job runs on a written workflow, not a chat: its first step recalls what was decided before, a person signs off where it matters, and the job keeps what is worth remembering. We run ours on ConvOps, where our tasks, workflows and memories live. Plain text: https://neomanex.com/learn/guides/run-a-company-with-ai-agents.md
- [Self-Healing Website AI Agent: Heal What It Can Verify](https://neomanex.com/learn/guides/self-healing-website-ai-agent-qa-fix-loop): A self-healing website AI agent is a scheduled loop that reads a site the way a reader gets it, files each defect as a bug, and has an agent in an isolated environment repair what it can rewrite and re-check, holding the rest for a person. ConvOps runs the weekly sweep, the bug pool and the per-bug heal. Plain text: https://neomanex.com/learn/guides/self-healing-website-ai-agent-qa-fix-loop.md
- [SEO + GEO Experiments With Claude Code and a Control Group](https://neomanex.com/learn/guides/seo-experiments-claude-code-search-console-loop): The SEO experiments loop is an agent loop that turns every SEO fix into a pre-registered experiment with a randomised control group. ConvOps schedules each run, Claude Code makes the change, a human merges it, and a script judges it against untouched pages at day 15 and day 31. Plain text: https://neomanex.com/learn/guides/seo-experiments-claude-code-search-console-loop.md
- [What Is Graph Engineering? An 8-Line CLAUDE.md](https://neomanex.com/learn/guides/what-is-graph-engineering): Graph engineering is designing an AI agent system as a graph: nodes do the work, edges decide what runs next, and state travels between them. Our take: the graph replaces the instructions file, so a CLAUDE.md can shrink to 8 lines while the process and the rules live in workflows and standards. Plain text: https://neomanex.com/learn/guides/what-is-graph-engineering.md

Canonical: https://neomanex.com/learn