SWE-AF
SWE-AF is an autonomous engineering team runtime that plans, codes, tests, and ships software changes as pull requests for developers.
What it is good for
- Turning a feature goal into a finished pull request
- Running coding, review, and testing agents in parallel on one codebase
- Making coordinated changes across several related code repositories
- Resuming a long coding build after a crash or interruption
At a glance
- Who it is for
- Setup
- Guided command-line setup
Level 4 of 5. You copy and paste commands into a terminal by following the instructions. Comfortable territory for vibe coders.
- Cost
- Not stated
- Type
- Agent app
- Tasks
- Works with
- AgentField, Claude Code, Codex, Gemini CLI, OpenRouter, GitHub
Momentum
- Rank this week
- Not ranked yet
- Best rank
- None yet
- GitHub stars
- 1,124
GitHub numbers as of Nov 2, 2026. Updated weekly.
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
Questions
- Do I need to know how to code to use SWE-AF?
- You do not need to write code, but setup means copying and pasting commands into a terminal by following its instructions.
- What does SWE-AF work with?
- According to its own documentation, it works with AgentField, Claude Code, Codex, Gemini CLI, OpenRouter, and GitHub.
- What is SWE-AF good for?
- Turning a feature goal into a finished pull request, running coding, review, and testing agents in parallel on one codebase, making coordinated changes across several related code repositories, and resuming a long coding build after a crash or interruption.
Similar agents to SWE-AF
- Orca
Orca is a desktop app that runs and tracks several coding agents at once, each in its own worktree, for developers and vibe coders.
- TencentDB-Agent-Memory
TencentDB-Agent-Memory is a self-hosted memory hub that lets a team's AI agents share saved chats, skills, docs, and code context for developers.
- beads
Beads is a command-line issue tracker that gives coding agents persistent memory of tasks and project facts.
- Paseo
Paseo is an app that runs and coordinates several coding agents at once for developers working across desktop and phone.
- Orchestrator.inc
Orchestrator.inc is a desktop app that runs a fleet of coding agents on one project, each in its own branch, for developers who want parallel work merged without manual juggling.
- HumanLayer
HumanLayer is a platform that runs coding agents on your machines so a team can steer them from one place for hard software problems.