Observability for AI agents. See what your agent did, why it cost that much, and what to fix.
An extensible honeypot framework
CPU-side action routing, context compression, and causal memory for AI agents — matches an LLM-everything agent at 58% fewer LLM calls and ~45% lower cost. Glues busyBee-cpu, honey-comb, and rust-brain.
OpenTelemetry wrapper for Claude Code CLI that logs tool calls, token usage, costs, and execution traces to Logfire, Sentry, Honeycomb, or Datadog. Drop-in replacement that swaps 'claude' command for 'claudia'.
Pentastic is a UEBA-based insider threat detection system that uses behavioral analysis, risk scoring, and deception techniques to detect and prevent malicious user activity in real time.
Honeycomb's OpenTelemetry Python SDK distribution. This repo will be archived on August 12, 2025.
Fusion 360 add-in for parametric hole patterns, perforated panels, honeycomb and Voronoi designs, and ventilation grilles.
Simple tool to collect results from a prometheus metrics server and ship the results to honeycomb
6D structural risk analysis for directed graphs: find SPOFs and cascade risks in AI-agent pipelines, microservices, and CI/CD from topology alone. Source-available, free tier, no signup. Sub-millisecond.
Home Assistant to Honeycomb: traces of what happens in a home, from public Home Assistant APIs only. A HACS integration.
MCP server for querying OpenTelemetry traces across multiple observability backends (Jaeger, Tempo, Traceloop, Datadog, and more) for LLM application debugging. Fork of traceloop/opentelemetry-mcp-server.
Preliminary honeycomb core selection for a spacecraft sandwich solar-panel substrate: verified beam-strip mechanics, orthotropic L/W stiffness, strength, local-failure and modal screening. 740 tests. Illustrative data.
Clean up inactive datasets and columns in Honeycomb
An investigation agent for Honeycomb that shows its work, plus an eval harness that grades it on outcomes.
Example code review system in Python with Pydantic. Experiment sending gen-ai telemetry to Honeycomb. Uses Semantic Conventions for generative AI. Adjusts Pydantic telemetry via a Span Processor
wabe. – a 2D barcode on a hexagonal grid that carries whole files on paper and screens, read by phone camera in the browser, offline PWA
Simple environment to experiment with metrics and compare prometheus/grafana to Honeycomb
Independent, unofficial profiling study of the SMLib kernel (NVIDIA-Omniverse/usd-brep, Apache-2.0): honeycomb on a sphere, bottlenecks and two experimental patches. Not affiliated with NVIDIA.
An interperted multidimensional esoteric programming language
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