agent
★ 1.8k
vs
mini-swe-agent
★ 8.8k
agent vs mini-swe-agent
agent: Stakpak is a secure, open-source AI agent designed for DevOps, allowing developers to deploy and run infrastructure directly from the terminal. It provides robust security features like secret substitution and network-level guardrails, ensuring AI interactions with production environments are safe and controlled.; mini-swe-agent: Mini-SWE-agent is a lightweight, 100-line AI agent designed to solve GitHub issues and more, offering a simplified yet performant alternative to larger coding agents. It focuses on minimalism, high performance on benchmarks like SWE-bench, and easy deployment across various environments.
01
TL;DR
agentDev Tooling · ★ 1.8k
When to choose:
- You want a terminal agent for infrastructure work: infrastructure code, Kubernetes debugging, CI/CD and deployments.
- You want the model to use credentials without seeing them: secret substitution and a privacy mode that redacts IPs and account IDs.
- You want network-level guardrails that block destructive operations before they run.
When to skip:
- You need clear reuse terms: our data notes that GitHub does not detect a licence, so check before reuse.
- Your sessions must not go through a third party: using a Stakpak API key routes them through their service; bring your own keys instead.
- You need an actively updated tool: our data shows the last push on 2026-07-06.
mini-swe-agentCode Assistant · ★ 8.8k
When to choose:
- You are researching autonomous software engineering agents and want a radically minimalist, 100-line Python codebase that scores >74% on SWE-bench.
- You want to build or hack custom automated issue-resolution loops without the bloat of massive monorepos or complex tool-calling abstractions.
When to skip:
- You need a polished, interactive daily driver with full terminal UI, undo history, and syntax diff overlays (Aider or Claude Code are built for daily coding).
- You require multi-agent orchestration or enterprise-scale semantic codebase knowledge graphs.
02
Side-by-Side Comparison
Field
agentmini-swe-agentCategory
Dev Tooling
Code Assistant
Stars
★ 1.8k
★ 8.8k
License
Apache-2.0
MIT
Install Command
curl -sSL https://stakpak.dev/install.sh | sh
pip install mini-swe-agent
Updated
3mo ago
6d ago
Open Source
Yes
Yes
Tags
AI Agent, DevOps, Security
AI Agent, Python, Software Engineering
03
Features
agent01Secret Substitution: The LLM works with your credentials without ever seeing them.
02Warden Guardrails: Network-level policies block destructive operations before they run.
03DevOps Playbooks & Rulebooks: Curated library of DevOps knowledge and customizable agent behavior.
04Infrastructure Code Indexing: Automatic local indexing and semantic search for various infrastructure code.
05Asynchronous Task Management & Real-time Progress Streaming: Manage background commands and get real-time progress updates.
mini-swe-agent01Minimal code (approx. 100 lines of Python)
02High performance (>74% on SWE-bench verified benchmark)
03Easy deployment and sandboxing (Docker, Podman, Singularity)
04Utilizes only Bash tools, avoiding complex tool-calling interfaces
05Linear history for simplified debugging and fine-tuning
04
Use Cases
agent↳Generating infrastructure code (Terraform, Kubernetes, Dockerfile).
↳Debugging Kubernetes and configuring CI/CD pipelines.
↳Automating secure and controlled infrastructure deployments.
mini-swe-agent↳Researchers for benchmarking, fine-tuning, or RL experiments without bloat
↳Developers who want to own, understand, and modify their AI tools
↳Engineers needing a trivial-to-sandbox and deployable solution anywhere
05
Best For
agent—
mini-swe-agentTrending
FAQ
FAQ
What is the difference between agent and mini-swe-agent?
Both agent and mini-swe-agent are in the Dev Tooling category. agent has 1.8k stars, while mini-swe-agent has 8.8k stars.
Which is better, agent or mini-swe-agent?
The best choice depends on your use case. Choose agent if Generating infrastructure code (Terraform, Kubernetes, Dockerfile)., and mini-swe-agent if Researchers for benchmarking, fine-tuning, or RL experiments without bloat.
Is agent free or open source?
Yes, agent is open source on GitHub (Apache-2.0).
Is mini-swe-agent free or open source?
Yes, mini-swe-agent is open source on GitHub (MIT).
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