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babyagi

An AI-powered task management system.

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Our verdict

Not reviewed yet

We have not reviewed babyagi yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About babyagi

BabyAGI is a Python-based task management system that uses an LLM to generate, prioritize, and execute tasks in a loop. It breaks down objectives into subtasks, executes them sequentially, and refines the task list based on results.

Best for

Developers experimenting with autonomous task agents and LLM-driven workflows

Use cases

  • Autonomous workflow automation for multi-step objectives
  • Prototyping agentic task decomposition patterns
  • Research into LLM-driven task planning and execution

Notes

22,285 stars on GitHub. Last updated 2026-01-31.

Pros

  • Lightweight Python implementation easy to fork and modify
  • Demonstrates core agentic loop pattern clearly
  • Active community with 22k+ GitHub stars

Cons

  • Requires external LLM API (OpenAI) for core functionality
  • Limited error handling and task validation in base implementation
  • No built-in persistence, logging, or production-grade monitoring

Key facts

What we have checked

Days since the last commit
268
Checked GitHub
GitHub forks
2,839
Checked GitHub
GitHub stars
22,356
Checked GitHub
Days to a first reply on issues
70.9
Checked GitHub
Open issues
19
Checked GitHub
Releases in the last 90 days
0
Checked GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Health and security

Is babyagi looked after, and what do its setup files show

Health score

11 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked . How it is worked out

PartPointsWhat we saw
Recent activity8.7 of 30Last push 268 days ago
Releases0 of 150 releases in 90 days
Issue replies0 of 20First reply in 70.9 days (median)
Maintainer0 of 15Owned by a single user
Official sourceNot countedMCP servers only

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Sources

Where this comes from

  • GitHubRegistry

    Checked · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Pairs with

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