# SWE-agent — AI Tool Profile
> Source: https://agentrobbies.com/tools/swe-agent-princeton
> Ecosystem: HARNESSES | Verified: 2026-10-11
> 100% Independent Listing • Zero Affiliate Links

## Description
Autonomous software engineering agent created by Princeton University. Features an Agent-Computer Interface (ACI) specifically optimized for LLM repository exploration, editing, and test execution.

## Access & Pricing
Free & Open Source (MIT License).

## Key Capabilities
- Specialized Agent-Computer Interface (ACI) for code file navigation
- Top-tier performance on the competitive SWE-bench benchmark
- Supports Claude 3.5 Sonnet, GPT-4o, and local models

## Alternatives & Replaces
- Manual bug triage and patch drafting

## Robbie's Take
**Robbie's Hardware & Practical Fit:** Excellent candidate for local execution with zero cloud lock-in. For 7B-8B parameter models, budget at least 8 GB of unified memory or VRAM (Q4_K_M quantization). For 32B-70B models, aim for 24 GB+ to maintain interactive throughput without CPU offload penalties.

## Direct Link
https://swe-agent.com