Chinesezjc bca73068f6 fix(code-runtime-python): walk the completion value in O(depth), not O(width)
`_check_done_value` and `_encode_json_plain` pushed one stack entry per child
(plus a separator marker, and `dict.items()` materialized as a list), so the
bookkeeping scaled with the value's WIDTH rather than its depth. A value the
byte meter admits could then die on the walk's own frames: a flat
`[0] * 2_000_000` serializes to 4.0 MB, but measured peaks were 145.2 MB in the
meter and 114.7 MB in the encoder — 28.7x the serialized size, far past the 12x
the load-time address-space gate reserves.

Each container now pushes ONE cursor frame that pulls its children one at a
time and writes into a shared `io.StringIO`, so the output string is the only
width-proportional allocation and the caller already metered its size. Measured
on the same value: 0.0 MB in the meter and 9.0 MB in the encoder (2.3x), with
identical verdicts.
2026-08-31 14:24:59 +08:00
2026-08-30 21:19:29 +08:00
2026-08-27 17:45:31 +08:00
2026-08-27 17:45:31 +08:00

DeepSeek Harness

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DeepSeek Harness (dsh) is an open-source agent harness developed by DeepSeek AI.

It is built on an everything-is-a-plugin architecture and powered by Cordis, whose design is described in A Programming Paradigm for Spatiotemporal Composability.

Documentation: https://deepseek-harness.github.io/deepseek-harness/

Developer preview

DeepSeek Harness is in developer preview and iterating rapidly. THERE WILL BE COMPATIBILITY-BREAKING CHANGES.

Review the safety notice before running the project.

Run

Run from npm

Install Node.js, then run:

npx @deepseek-ai/dsh web

The command starts the Web UI at http://127.0.0.1:3080 by default and opens it in the default browser for a local launch. An SSH launch only prints the host URL because the SSH client or editor owns the local forwarded address. Pass --no-open to run the server without opening a browser. See Web UI guide.

Run from source

To run from a repository checkout:

git clone https://github.com/deepseek-ai/deepseek-harness.git
cd deepseek-harness
pnpm install
pnpm run build
pnpm dsh web

pnpm run build prepares the repository artifacts. pnpm dsh web uses those built artifacts without rebuilding.

Community and support

Contributing

See CONTRIBUTING.md.

Development

Start with the development guide and architecture documentation.

For agents, follow AGENTS.md.

License

MIT

Third-party dependencies and their licenses are disclosed in THIRD_PARTY_NOTICES.md.

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