HKUDS/DeepCode
"DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)" observed · 2026-10-16
Health v2 · maintenance only
87/100
- Activity 99
- Release rhythm 99
- Longevity 37
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 13
- age_days: 524
- days_rel: 8
- days_push: 6
- n_releases_24m: 18
Adoption not part of the score
16710 stars · 2175 forks observed · 2026-10-16
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
DeepCode is an open agentic coding framework from HKUDS that orchestrates multi-agent LLM pipelines to autonomously generate production-grade codebases, notably reproducing scientific papers as working code. It uses blueprint distillation, stateful code memory, retrieval-augmented knowledge injection, and closed-loop error correction to manage LLM context limits.
Use cases
- reproduce a research paper as runnable code automatically
- generate a codebase from a document or specification
- orchestrate multiple LLM agents for coding tasks
- benchmark autonomous coding agents against PaperBench
- build custom agent harnesses with loop engineering
When to choose
- you need autonomous paper-to-code or document-to-codebase synthesis
- you want an open-source alternative to commercial coding agents like Cursor or Claude Code
- you are researching multi-agent orchestration and context management for code generation
When to avoid
- you need a lightweight autocomplete-style code assistant in your editor
- your task is simple single-file code generation
- you cannot provide LLM API access or lack compute for multi-agent runs
Facets
framework · maturity active
agent-framework llm-inference rag machine-learning artificial-intelligence large-language-models developer-tools python cli cross-platform agentic-coding multi-agent-orchestration code-generation paper-to-code harness-engineering autonomous-agents ai-agents automation
6 sources
- readme: https://github.com/HKUDS/DeepCode · fetched 2026-10-16 · e155f84a1f67
- homepage: http://arxiv.org/abs/2512.07921 · fetched 2026-10-12 · 68c1f8660069
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-10-12 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-10-12 · 10aa574961b4
- site_page: https://info.arxiv.org/about · fetched 2026-10-12 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-10-12 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HKUDS/DeepCode | main | 87 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem