Plannotator Art Gallery - Plannotator

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Human review checkpoints for coding agents

Markdown or HTML for coding agents

Claude Artifacts from chat to review

AI agent night shift

Long-horizon AI agent task

What an AI artifact can be

Why AI pull requests are harder

Planning and documents

Product requirements and technical design

Planning with AI coding agents

AI software factory workflow

A complete PRFAQ example

Reviewing a PRFAQ with evidence

From request to maintained documentation

Markdown source versus HTML source

From HTML wireframe to prototype

Reviewing an HTML wireframe

Testing an HTML prototype interaction

Agent handoff packet

Living documentation for AI agents

Compounding plan feedback

Agent instructions and context

Coding-agent field guides

Rich references for AI agents

Writing AGENTS.md

Testing AI agent instructions

How CLAUDE.md files load

A focused AI agent context window

AI agent morning review packet

LLM codebase wiki

Context curation for a wiki

The cost of keeping a wiki current

Specifications before code

Code review

Understanding AI-generated code

Finding a missing cleanup step

Code review artifacts

Evidence attached to a diff

Artifacts inside Plannotator Review

Reviewing an exact revision

Pull request review timeline

Choosing a comparison baseline

Revision history after a force-push

Reviewed July 29, 2026. Maintained by the Plannotator documentation team.

Last modified on August 9, 2026