observability 24

DeepSeek Harness plugin bridge for AgentDebugX diagnostics

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (append-only profile-patch fragments, approval-gated writes with automatic backups), a

Standalone OpenTelemetry GenAI observability plugin for DeepSeek Harness

Langfuse observability for DeepSeek Harness: OpenTelemetry traces, compaction, feedback Scores, and fork lineage

Session replay, fork-tree, audit & compare visualization for DeepSeek Harness — time machine for your agent sessions

OpenTelemetry traces, metrics, and logs for DeepSeek Harness, written straight into GreptimeDB.

Local-first failure evidence capsules for DeepSeek Harness sessions

Privacy-minimal heuristic per-turn execution summaries for DeepSeek Harness

Privacy-conscious Prometheus metrics and a Grafana dashboard for DeepSeek Harness

Token usage dashboard, provider balances, and subscription quotas for the dsh web GUI

X-ray for your DeepSeek Harness — see what's actually loaded, why, and what it costs you.

OpenTelemetry traces backend for the DeepSeek Harness telemetry seam: folds agent session events into OTLP span trees

OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, and sanitized LLM prompt/completion capture from the session/event stream, with async batching, bounded offline buffering, and retry

Litefuse observability for DeepSeek Harness: every user turn becomes one agent trace with per-call generations, tool spans, and subagent subtrees

CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS

Tencent Cloud Service CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS

Project DeepSeek Harness EventLogs into GenAI spans and write TLS trace records with Producer SendLogs.

Remembers which DeepSeek Harness tools have been failing, across sessions, and tells the next session — so an agent stops rediscovering a dead endpoint one failed call at a time.

Content-free request and stream diagnostics for DeepSeek Harness

Evidence-backed runtime nutrition labels for DeepSeek Harness plugins and tool namespaces

DSH plugin: deliver the real failure reason (e.g. RATE_LIMIT 429) to the parent agent when a background subagent fails, instead of an empty "Its closing message:"

Grafana capability for DeepSeek Harness: composes the community mcp-grafana server with Grafana-specific prompt guidance and a troubleshooting skill

DeepSeek Harness (dsh) plugin: persist session trajectories to S3/OSS (JSONL) and OTel GenAI spans (OTLP).

Tencent Cloud Service CLS observability plugin for DeepSeek Harness — direct upload to Tencent Cloud CLS