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jcode
jcode logo

jcode

Active·★ 21.3k·MIT·Updated 2026-10-27
★ Most Popular

jcode is a coding agent harness written in Rust whose pitch is performance at scale: run dozens of agents in parallel without melting your machine. The README's own benchmarks put the first headless session at 71.3 MB and each additional one at about 3.3 MB, against roughly 170 to 195 MB per extra session for Claude Code and Codex CLI, and time to first input at 19.1 ms versus hundreds of milliseconds to seconds for other tools. A reproduction script is included.

Its swarm mode lets several agents work in the same repository under a server that manages them. When one agent edits a file another has read, the second is notified and can check the diff. Agents can DM one another, broadcast to all agents on the server or to those in the same repo, and spawn their own teammates, turning the main agent into a coordinator and the rest into workers, headed or headless.

Providers include Claude OAuth and OpenAI Codex OAuth. A self-dev mode has the agent edit, build and test its own source, then reload its binary and continue in your sessions. Install with the jcode.sh script on macOS and Linux. MIT licensed.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-27.

License
MIT
Latest release
v0.99.1 · 2026-10-22
Last commit
2026-10-27
Contributors
59
Forks
2,465
Open issues and PRs
783
First published
2026-01-05

Source: GitHub, npm and PyPI public APIs.

#coding-agent#rust#cli#multi-agent#swarm#performance
$ Install
$ curl -fsSL https://jcode.sh/install | bash
↗ Visit site★ GitHub
01

Features

01About 3.3 MB of RAM per additional headless session in the project's benchmark
02Swarm mode with edit notifications and agent-to-agent messaging
03Agents can spawn their own teammates as workers
04Claude OAuth, OpenAI Codex OAuth and other providers
05Self-dev mode where the agent edits, builds and reloads its own binary
02

Why choose it

+Very low memory per extra session, so many agents fit on one machine.
+Agents in the same repo are told when a file they read changes under them.
+Agents can spawn and coordinate their own worker swarms.
03

Trade-offs

!Performance comparisons are the project's own benchmarks.
!Install script covers macOS and Linux only.
!Self-dev mode, where the agent rebuilds its own binary, needs care.
04

Maintenance check

ActiveChecked: 2026-10-26
Last commit
2026-10-26
Commits, last 90 days
100+
Releases, last 90 days
30
Latest release
v0.99.1 (2026-10-22)
Open issues
781
Recent issues with at least one comment
16/21
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 528, 378, 301, 224, 308, 165, 237, 168, 222, 404, 389, 64

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

05

Compatibility

macOS / Linux
CLI
Verified via docs
Claude / OpenAI Codex
OAuth
Verified via docs
06

Quick start

1
$ curl -fsSL https://jcode.sh/install | bash
07

Use cases

↳Run many coding agents in parallel on one machine
↳Let several agents work in one repository without clobbering each other
↳Customize a coding agent by having it modify its own source
08

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On this page
01Features02Why choose it03Trade-offs04Maintenance check05Compatibility06Quick start07Use cases08Alternatives
1jehuang /
jcode
↗

A Rust coding agent built to run dozens of parallel sessions with little RAM

21.3k2.5kMIT
Last commit1d ago
StatusActive
CategoryCode Assistant
Contributors59
Latest releasev0.99.1
Links
Documentation↗Discussion↗Issues↗Releases↗
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