AgentIndex icon
AgentIndex
loopx logo
loopx
★ 6.4k
vs
takt logo
takt
★ 1.4k

loopx vs takt

loopx: LoopX is a local-first semantic control plane and research workbench for long-running agent teams. It keeps goals, accepted requirements, decisions, ownership and evidence durable across sessions and runtimes such as Codex, Claude Code and DeepSeek Harness, so agents and people can judge progress by what changed.; takt: TAKT is an open-source CLI that turns AI coding agents into repeatable workflows defined in YAML: planning, implementation, review, fix loops, human checkpoints, permissions and output contracts. Queued tasks run in isolated worktrees with traceable logs, using Claude Code, Codex, OpenCode, Pi, DeepSeek Harness, Cursor, Copilot CLI or Kiro as providers.

01

TL;DR

loopx logo
loopxWorkflow Automation · ★ 6.4k

Keep a coding or research agent working across many sessions

Read loopx full review →
takt logo
taktWorkflow Automation · ★ 1.4k

Enforce a review step that coding agents cannot skip

Read takt full review →
02

Side-by-Side Comparison

Field
loopx logoloopx
takt logotakt
Category
Workflow Automation
Workflow Automation
Stars
★ 6.4k
★ 1.4k
License
Apache-2.0
MIT
Install Command
python3 -m pip install --upgrade loopx && loopx workflow-skills --install
npm install -g takt && takt install claude-sdk
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
long-horizon, agent-control-plane, codex
agent-workflow, yaml, code-review
03

Features

loopx logoloopx
01Durable goals, decisions and evidence across sessions and restarts
02Agent-native Kanban with claims, leases, gates and writebacks
03Works through Codex, Claude Code, DeepSeek Harness and other hosts
04Human authorization still governs protected actions
05Published long-horizon benchmark study on LHTB
takt logotakt
01YAML workflows with explicit plan, implement, review and fix steps
02Per-step persona, policy, knowledge, instructions and output contract
03Queued tasks executed in isolated worktrees with logs and reports
04Human checkpoints and per-step permissions
05CodeRabbit review loop with takt caccia
04

Use Cases

loopx logoloopx
↳Keep a coding or research agent working across many sessions
↳Coordinate peer agents with explicit ownership and handoff
↳Run multi-day experiments and keep their evidence
takt logotakt
↳Enforce a review step that coding agents cannot skip
↳Queue several coding tasks and run them unattended
↳Mix different agents for implementation and review
FAQ

FAQ

What is the difference between loopx and takt?
Both loopx and takt are in the Workflow Automation category. loopx has 6.4k stars, while takt has 1.4k stars.
Which is better, loopx or takt?
The best choice depends on your use case. Choose loopx if Keep a coding or research agent working across many sessions, and takt if Enforce a review step that coding agents cannot skip.
Is loopx free or open source?
Yes, loopx is open source on GitHub (Apache-2.0).
Is takt free or open source?
Yes, takt is open source on GitHub (MIT).
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