Langfuse observability for DeepSeek Harness (dsh): exports agent sessions as OpenTelemetry trace trees (GenAI semconv) to Langfuse's OTLP endpoint
Token, cache and context observability for AI coding agents.
Testing and observability for multi-agent delegation, MCP tools, permissions, sandboxed actions, prompts, and workflow replay.
Local developer observability sidecar, transcript mining, and workflow skill miner for Claude Code & Antigravity.
When the Model Isn't the Problem: Degradation Accounting in Fallback-Enabled Production LLM Pipelines (preprint + reproducibility artifacts)
Inspect deep and wide recursive agent swarms, replay every run, and visualize learned knowledge in real time. Prime Agent today, more frameworks next.
A zero-ceremony logging package for Odin. Pretty, colored console output for humans, JSON Lines on disk for machines, optional per-thread output boxes, stack traces on `error` / `fatal`, and automatic log rotation.
Self-hosted CI diagnostics, flaky test detection, and automated repair workflows.
Records what every process on a machine did at the syscall boundary, with nothing instrumented, and draws it as one map from the whole fleet down to a single call. Checks what your tracing claims against what the kernel saw.
Deterministic, explainable Kubernetes incident investigation: kubectl plugin + CLI that correlates k8s/Prometheus/Loki/Git facts into ranked root causes with evidence, a calibrated confidence, and safe rollback recommendations. Record, replay, benchmark.
Brace — crash-test lab for Postgres migrations
htop-style real-time network & log monitor with a live global geolocation map.
Antigravity Observability Console & Wire-Tap Module
High-throughput structured data precompression layer (DLL, C) for Windows x64. 3-6× on-the-fly lossless compression, deterministic memory footprint, zero-allocation hot paths — reduces SIEM ingestion costs (Splunk, Datadog, Elastic) at line rate.
AI incident commander for Kubernetes with human-in-the-loop rollback, live observability, and a React UI.
Know Exactly What Every Command Does. Privacy-first Linux command execution observability.
A minimal, self-contained pair of Go binaries to record SSH sessions and watch them live or replay them. No server-side install: everything runs on your local box.