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Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs tha

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.

eBPF tracer and analyzer for io_uring. Reconstructs per-request latency, io-wq punts, and batching from kernel tracepoints, then names the p

ros2 topic hz for every topic at once, without subscribing. Rates, gaps and node liveness, intra-process included, on stock ROS 2 binaries.

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

otelyssey, OpenTelemetry odaklı agent plugin’lerini listeleyen ve gönderimlerini repository üzerinden doğrulayıp takip eden bir marketplace sunuyor.

Neden yükseliyor · 8 günlük yaşına rağmen 65 yıldız ve son 28 günde 87 commit almış. Bu görünürlük, coding agent’lara yönelik plugin ekosistemi ile OpenTelemetry ilgisinin kesişmesine bağlanabilir; ancak commit’lerin yalnızca 2 farklı yazardan gelmesi, hareketliliğin geniş topluluk katkısı anlamına geldiğini göstermiyor.

Give your coding agent the power to write and run agent evals.

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

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

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

Monkey patch, test, and trace Python by attaching bindings to call sites, without modifying the code being observed. Built on wrapt.

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

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

Open-source statement-level Playwright tracer, purpose-built for AI agents. Analyzes test runs with increased accuracy.

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

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

Langfuse on GreptimeDB. Self-hosted LLM observability.

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

Apache SkyWalking next-generation UI (Horizon)

Langfuse-style trace viewer for pi-agent — local-first, zero-setup, single-file HTML

OpenTelemetry tracing for pi-coding-agent — per-turn span tree with full OTel GenAI semantic conventions

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

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

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

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

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

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

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.

Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots

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

Rust based Postgres extension that adds query lifecycle events to OTEL traces.

One npm package. Durable workflows, feature flags, auth, request tracing, rate limiting, caching, metrics, webhooks, CRON, and more — all se

Self-hosted OTLP receiver and dashboard for traces, logs, and metrics. .NET 10 + Nuxt 4 SPA, with SQLite, PostgreSQL, or SQL Server storage.

Your agent’s trace says “success” but the answer is wrong. Tracedown finds the step that caused it and replays the run with a fix.

Real-time error stories from OpenTelemetry traces and logs (Rust)

Live audit log of every command, file, and network connection a Claude Code (or any matched) session makes, from the kernel.

Self-hosted system for improving AI agents, by InferEdge

OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, sanitized prompt/c

Agentic AI monitoring and observability — OTEL traces and local log files from Copilot, Claude Code, Codex, and OpenCode. Token usage, cost,

AgentInsight Python SDK provides a Python client for the AgentInsight platform, supporting LLM application observability, tracing, evaluatio

The debugger for AI agents — capture every run, inspect every decision, pause and inject live, fork from any step.

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

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