OpenAutoCoder/Agentless
Agentless🐱: an agentless approach to automatically solve software development problems observed · 2026-08-28
Health v2 · maintenance only
14/100
- Activity 0
- Release rhythm 8
- Longevity 56
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 794
- days_rel: 674
- days_push: 619
- n_releases_24m: 1
Adoption not part of the score
2104 stars · 238 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Agentless is a Python framework that automatically solves software development problems (bug fixing) using LLMs without an agent loop. It follows a three-phase pipeline of fault localization, patch repair, and patch validation, achieving strong SWE-bench results at low cost.
Use cases
- automatically fix github issues with llms
- localize bugs to files and functions in a codebase
- generate candidate patches for software bugs
- benchmark automated program repair on swe-bench
- validate and rank generated patches with tests
- compare agentless vs agent-based coding approaches
When to choose
- you want low-cost automated bug fixing without complex agent frameworks
- you need reproducible SWE-bench experiments or a research baseline
- you prefer a simple deterministic pipeline over autonomous agents
When to avoid
- you need interactive, multi-step autonomous coding agents
- you lack an OpenAI-compatible LLM API key
- you need general software engineering beyond bug localization and repair
Facets
framework · maturity active
llm-inference agent-framework developer-tools testing artificial-intelligence large-language-models developer-tools python cli swe-bench automated-bug-fixing agentless-ai program-repair fault-localization llm-pipelines software-engineering linux macos
1 source
- readme: https://github.com/OpenAutoCoder/Agentless · fetched 2026-08-28 · 02117e972fec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| OpenAutoCoder/Agentless | main | 14 |
For agents
markdown · JSON · MCP: product_card(name="OpenAutoCoder/Agentless")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem