Jcode.sh

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Open-source terminal AI coding agent with memory, swarms, and background tasks Jcode is an open-source AI coding agent for the terminal, written in Rust. It helps developers complete software tasks with durable memory, background tasks, agent swarms, automatic task continuation, confidence checking, benchmark-driven optimization, and semantic memory retrieval. Jcode can be used free with personal API keys, supported OAuth subscriptions, or local models through Ollama and LM Studio. Users can also subscribe to hosted model inference or contact the company for enterprise deployment, billing, security, and support.

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Key Features AI

Core Features
Open-source Rust-based terminal coding agent
Durable semantic memory that automatically recalls relevant project context
Background tasks, automatic continuation, confidence stepping, and agent swarms
Hill-climbable objectives with measurable feedback loops
Fast, resource-efficient terminal interface with append-only prompt-cache optimization
Self-development mode for modifying, building, testing, and reloading Jcode itself
Advantages
Open source and MIT licensed with no feature gates
Supports personal API keys, OAuth subscriptions, and local models
Built-in memory improves continuity across sessions
Agent swarms support parallel exploration and implementation
Background tasks survive timeouts and can report live progress
Fast startup and low additional memory usage per session
Hosted inference provides monthly credit and usage pricing below provider API rates
Public benchmarks, transcripts, measurements, and research improve transparency
缺点:Hosted inference requires a recurring subscription and additional usage billing
缺点:Users may need to configure model providers or API credentials
缺点:Advanced swarm and self-development workflows can require significant compute and token usage
缺点:The project is still under construction and its content and design may change
缺点:Some features and integrations may require compatible terminals or local model software
缺点:Enterprise pricing and deployment terms are not publicly specified

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