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Autonomous AI Agents

Set a task. Walk away. Autonomous AI agents that plan, build, test, and iterate on your behalf. Describe what you want, approve the plan, and let the agent handle the rest.

Build login page

Email + password auth with form validation

Complete

Add user dashboard

Stats overview, recent activity, profile section

Building 64%

Set up database

PostgreSQL tables, relationships, seed data

Planning 15%

How agents work

Four simple steps from idea to finished app. You stay in control at every stage.

1

You describe the goal

Tell the agent what you want in plain English. "Build a todo app with user accounts."

2

Agent creates a plan

The agent breaks your goal into clear, manageable steps with estimated timelines.

3

You approve the plan

Review the plan, make changes if needed, and give the green light to proceed.

4

Agent builds autonomously

The agent writes code, creates files, tests everything, and fixes any issues it finds.

Complex tasks, broken into simple steps

Agents decompose ambitious goals into a sequence of manageable actions. Each step is executed independently, so progress is always clear and nothing gets lost in complexity.

  • Automatic task decomposition from a single prompt
  • Dependencies resolved in the correct order
  • Parallel execution where possible for speed
Screenshot of multi-step task execution

Review and approve before anything changes

No surprises. Before the agent writes a single line of code, it shows you exactly what it plans to do. Edit the plan, reorder steps, or reject anything you disagree with.

  • Full transparency into every planned action
  • Edit or reorder steps before execution
  • One-click approval to start building
Screenshot of plan approval interface

Watch every step in real-time

See exactly what the agent is doing at every moment. A live activity feed shows file changes, decisions made, and progress toward completion. You never have to wonder what is happening.

  • Live progress bar with percentage complete
  • Activity log of every action taken
  • File diff preview for every change
Screenshot of real-time progress tracking

Agents detect and fix issues automatically

When something goes wrong, the agent does not just stop. It identifies the problem, determines the fix, and keeps building. You only get notified when human input is actually needed.

  • Automatic error detection and diagnosis
  • Self-healing code that retries with fixes
  • Escalation to you only when truly needed
Screenshot of automatic error recovery

Agents vs. manual building

Let agents handle the heavy lifting while you focus on what matters.

Manual Building

  • Hours of back-and-forth prompting
  • You manage every single step
  • Context gets lost between messages
  • Errors require manual debugging
  • You need to stay at your computer

With Agents

  • One prompt, entire app built
  • Agent plans and executes every step
  • Full context maintained across tasks
  • Errors detected and fixed automatically
  • Set the task and walk away

Let agents build for you

Get Mulu Code and let autonomous AI agents turn your ideas into real apps. No coding, no babysitting.