dsh-trajectory-persistence

August 18, 2026 · View on GitHub

Trajectory persistence plugin for the DeepSeek Harness (dsh). Observe-only: it never writes to a session — it persists every session's trajectory to two independently toggleable sinks:

S3 sink — archive the raw trajectory to S3 / OSS / MinIO. Two modes: ship tails the official jsonl backend's on-disk artifact read-only and uploads byte-faithful zstd frame segments + manifest, restorable on another machine with the bundled sync-down CLI; push (legacy, default) buffers the live event stream and uploads JSONL part files with batch, backoff retry, and a local dead-letter directory.
OTel GenAI sink — spans following the OpenTelemetry GenAI semantic conventions (turn / model-call / tool tree with token usage and error status), exported over OTLP HTTP/protobuf to Jaeger, an OTel Collector, Langfuse, or SigV4-signed straight to AWS CloudWatch / Bedrock AgentCore Observability — no collector required.

Extras: settings hot-reload with per-sink rebuild, /trajectory-status slash command, sync-down restore with no-overwrite / prefix-append / conflict-refuse semantics.

Install

dsh plugin --profile web add dsh-trajectory-persistence

All sinks default to disabled. Enable what you need in $DSH_HOME/settings.yaml (applies live, no restart):

trajectory-persistence:
  sinks:
    s3:
      enabled: true
      mode: ship
      bucket: my-trajectory-bucket
      region: us-east-1          # credentials: AWS default provider chain
    otel:
      enabled: true
      url: http://localhost:4318/v1/traces

Move a session to another machine:

# machine B, dsh not running — restores sessions from the bucket into the local root
dsh-trajectory-persistence sync-down --bucket my-trajectory-bucket --region us-east-1
dsh resume <session>

Documentation

Full guides live on the documentation site:

Getting Started — install, first trace with a local Jaeger
Configuration Reference — every field, defaults, validation, hot-reload
Ship & Sync — ship mode architecture, manifest watermarks, machine switching
S3 Sink — push mode: part layout, buffering, retry & dead-letter
OTel GenAI Sink — event → span mapping, Jaeger / Collector / Langfuse
AWS CloudWatch & AgentCore — SigV4 delivery, Transaction Search
Development — build/test, sink architecture, adding a sink
Changelog — release history

The DeepSeek Harness is in developer preview with no compatibility guarantees. This plugin was built and verified against monorepo commit 47f9438 (master as of 2026-08-14, @deepseek-ai/dsh-session@0.1.0-rc.6) and requires Node.js ≥ 22.

Development

pnpm install
pnpm build      # tsc -> lib/
pnpm test       # vitest (140 cases)

See Development for the source layout and how to run the plugin from a checkout with --patch.

License

MIT

Install

Documentation

Compatibility

Development

License