OTel Plugin for Hermes Agent

Agent-native OTel router. One-line auto-instrument for Anthropic / OpenAI / OpenRouter / Vercel AI. Counterfactual replay, reversible PII masking, `scry` CLI for agents to debug themselves. Composes with Braintrust / Phoenix / Langfuse — don't replace.

Rust-first, local-first observability & debugging for LLM agents: capture, inspect, replay, diff, and export traces (OpenTelemetry-compatible).

Signed, tamper-evident provenance records for AI agent runs

TracePilot: Gemini CLI fork with Phoenix/OpenInference tracing, MCP self-introspection, safety gates, redaction, evals, and a verified broken-repo repair loop

OpenInference-compatible tracing and observability for Laravel AI SDK apps and agents.

Purpose-built AWS Strands + Bedrock agent over a real Bedrock Knowledge Base, instrumented and evaluated in Arize Phoenix: a custom OpenInference RETRIEVER span, three validated evals with span annotations + a dataset, and an automated feedback loop. The AWS + Arize 'better together' story, in code.

BUFI Minions — self-improving Gemini 3 agents with Arize Phoenix observability (OpenInference tracing, Phoenix MCP self-introspection, LLM-as-judge evals). Devpost 'Agents for Real-World Challenges' Arize track.

Autonomous LLM agent (Qwen2.5-Coder + QLoRA / MLX) that solves Oracle DB administration CTF tasks against a real database, with OpenInference trajectories.

🛡️ AEGIS is an autonomous meta-agent that watches, detects loops in, and heals other AI agents in real-time.

Turn production LLM failures into regression tests, automatically.