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#beb33471
Topic
AGENTS & TOOLS
Source
GitHub Trending Weekly
Published
2026-05-07 02:08:26
Importance
★ 6/10 — radar 60
`jcode`, a coding-agent harness built for multi-session workflows
FIG-4121:1

`jcode`, a coding-agent harness built for multi-session workflows

Optimized for many concurrent agent sessions with unusually low memory and near-instant startup. Worth a look if you care more about local orchestration efficiency than another chat wrapper.

[ KEY POINTS ]
  1. With local embeddings off, one session uses 27.8 MB PSS; even the full mode is 167.1 MB, below several agent CLIs listed.
  2. At 10 sessions, baseline memory is 117.0 MB and full jcode is 260.8 MB`; rivals in the table climb to 1.6-3.2 GB**, which matters for parallel runs.
  3. Time to first frame is 14.0 ms; the comparison table puts Codex CLI at 882.8 ms and GitHub Copilot CLI at 1518.6 ms.
  4. The pitch is not model quality but harness efficiency: multi-session operation, customizability, and low overhead as the main product surface.
Originalgithub.com/1jehuang/jcodeRead original →

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