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HKU Data Intelligence Lab (HKUDS)·Aug 3, 2026·v2.0.0·open source

DeepCode

DeepCode is an open-source, multi-agent coding platform designed to automate the translation of high-level inputs—such as academic research papers, technical documentation, and natural language requirements—into production-ready software. By orchestrating specialized agents through a unified runtime, it enables complex workflows like Paper2Code reproduction, full-stack prototyping, and automated repository maintenance.

featured on blogAI AgentsCoding AssistantOpen SourceResearch Reproduction
on the blogHKUDS Releases DeepCode v2 Open-Source Coding Agent 5 min
overview

DeepCode is an open-source, multi-agent coding platform designed to automate the translation of high-level inputs—such as academic research papers, technical documentation, and natural language requirements—into production-ready software. By orchestrating specialized agents through a unified runtime, it enables complex workflows like Paper2Code reproduction, full-stack prototyping, and automated repository maintenance.

key features
  • 01Paper2Code: Translates academic algorithms and research papers into runnable, production-quality code.
  • 02Loop Engineering: Enables autonomous iterative refinement, where the agent continuously codes, tests, and repairs until goals are met.
  • 03Multi-Agent Orchestration: Employs a team of specialized agents for planning, coding, and verification to handle complex repository-level tasks.
  • 04Parallel Execution: Supports isolated worker agents to develop features concurrently without integration conflicts.
  • 05Durable Workflows: Maintains session state, memory, and evidence across restarts, facilitating long-term, complex project management.
  • 06Unified Interface: Offers a consistent experience across CLI and a visual desktop workbench for project reviews and management.
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