Guide 11

Use project notes as AI working memory

A simple notes folder makes future AI help faster and safer because the agent does not have to guess history, decisions, and environment rules.

What should be recorded?

  • How the project is built and deployed.
  • Which hosting environments exist, described generally.
  • Important technical decisions and why they were made.
  • Known issues, workarounds, and verification steps.
  • What the agent must not touch without approval.

What should not be recorded?

  • Secrets, tokens, and passwords.
  • Raw customer data or private export files.
  • Unnecessary internal paths or server details in publishable documents.
  • Large raw logs when a short summary is enough.

How to use notes with the agent

  1. Ask the agent to read relevant project notes before substantial work.
  2. Let the agent propose a plan based on the notes.
  3. After substantial work, ask the agent to update notes with safe, durable findings.

Effect over time: good notes let each new session start with more context and less risk.

Prompts for project notes

  • "Read the setup and deployment notes before suggesting a plan."
  • "Create a short project note explaining how this app is built and deployed."
  • "After this change, update the notes with durable lessons only, not raw logs or secrets."
  • "Record the decision we just made and why it matters for future work."
  • "Before starting, check whether the notes mention files or environments that must not be touched."