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Future AGI, LLM ve AI agent uygulamalarını değerlendirme, izleme, simüle etme ve koruma işlerini self-host edilebilen tek bir platformda birleştiriyor.

Neden yükseliyor · Konu, agent uygulamalarında evaluation ve observability ihtiyacının artmasıyla örtüşüyor; 157 günlük repo yaşına karşılık 2.081 yıldız ve son 28 günde 597 commit geliştirme temposuna işaret ediyor. Farklı yazar sayısı 6; bu veriler ilginin nedenini tek başına kanıtlamaz ve yıldızlar benimseme ya da kalite ölçüsü değildir.

DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.

DeepSeek Harness 的执行迷宫——看 Agent 真实怎么干活：迷宫时间轴 · 数据轨道 · 确定性执行分析 · 多会话对比 | The execution maze for DSH agents: maze timeline, per-step data trac

Self-hosted AI SRE for Kubernetes — zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verif

Observability platform for Digital Employee, providing real-time tracing, session insights, and cost analysis for multi-agent workflows

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

Live, system-wide USB transfer sniffer in eBPF — decodes USB traffic inline (control SETUP, SCSI, HID) from two universal URB hooks. No usbm

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Tools for AI agents to test, fix and optimise your codebase

Elixir-native LangChain, LangGraph, and DeepAgents for traceable LLM apps: OTP workflows, tools, memory, human-in-the-loop, streaming, custo

Observability for AI agents. See what your agent did, why it cost that much, and what to fix.

Self-hosted observability platform — error tracking, performance tracing, metrics, uptime monitoring, and profiling.

OpenTelemetry tracing for DeepSeek Harness (dsh): turns each agent turn into a GenAI span tree — steps, LLM calls with TTFT, tool executions

Semantic cache strategy bench: replay recorded request traces through candidate caching policies and measure which one actually pays off.

Langfuse on GreptimeDB. Self-hosted LLM observability.

Zero-overhead eBPF process tracer for Linux malware triage and incident response. Traces syscalls, network, and file events per-process with

Observability module for SELISE Blocks: logs, metrics, traces and usage monitoring across services.

Diff your AI agent's behavior between two runs. See exactly which tool calls, args, costs and outputs changed when you swap models or edit p

Inspect ASP.NET Core HTTP traffic with a built-in dashboard and compare traces across environments.

Detect hallucinations in LLM responses. Verify every claim against source documents using hybrid STS + NLI. Works with LangChain, LlamaIndex

The open-source, local-first alternative to LangSmith. No cloud. No setup.

Agent trace analysis and context remediation plugin for Claude Code. Detects quality issues in your AI agent traces — goal drift, hallucinat

Visual debugging, execution traces, and observability for AI agents.