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What is Aisman

You prompt. AI codes. Aisman keeps score.

Every requirement. Every decision. Every implementation. Tracked from idea to completion.

AI agents can write code. They can’t own a software project.

Software engineering still requires memory, structure, verification, and accountability. AI changes who writes the code — it doesn’t eliminate the need for engineering discipline. That’s the gap Aisman fills.

Without Aisman:

  • Prompt history is scattered across chat windows
  • Context is lost between sessions
  • Requirements get forgotten
  • You have to manually follow up with your agent
  • You guess what was actually implemented

With Aisman:

  • Every issue is linked to the sessions that touched it
  • Project context carries forward across every AI session
  • Requirements are tracked from creation to completion
  • Prompts are generated automatically with full context
  • Implementation is verified before results are accepted

Automatic issue tracking — Write free-form instructions. Aisman decomposes them into discrete, typed issues with statuses and relationships. No manual issue creation needed.

Structured prompts — Select issues, add context, and generate a single instruction file that gives your AI agent the full picture — dependencies, prior decisions, and everything it needs.

Session history — Every AI interaction is recorded step-by-step: what was asked, what the agent did, how many lines changed, and which issues were touched.

Verification — Output files are automatically checked for errors before results are accepted. If something’s wrong, you get a clear error list and a targeted fix prompt.

  1. Capture intent — Write what you want as free-form text or select existing issues
  2. Build — Aisman generates a structured prompt and your AI agent implements it
  3. Verify — Aisman checks the output and records what changed
  4. Continue with context — The next session picks up where this one left off

This loop repeats for every feature, bug fix, or improvement — building a complete audit trail of your project’s development.

Aisman isn’t another coding agent. It works alongside GitHub Copilot, Cursor, Claude Code, Windsurf, RooCode, and any other AI coding tool that supports instruction files. No vendor lock-in.

Quick start — Get running in five minutes