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Runtime behavior diffs for pull requests

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

Evidence-driven production readiness checklist for shipping web applications with confidence

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settin

What Claude Code is doing between your prompt and its answer, drawn live from the logs it already writes: every model call, every tool, each

The lowest-overhead LLM router. Production-ready, highly available, one OpenAI-compatible endpoint in front of 80 providers and your own vLL

An AI troubleshooting workbench for internal systems: it integrates ticketing and alerting systems via HTTP APIs and webhooks, connects code

ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a Re

Request-level runtime coverage attribution for Spring MVC/WebFlux applications.

Fast, zero-dependency access log analyzer, security threat inspector, and TUI dashboard for Caddy v2

agentacct, coding agent oturumlarını yerel verilerden toplayıp yapılan işleri, kullanılan araçları, kontrolleri, token tüketimini ve tahmini maliyeti dashboard ile TUI üzerinden gösterir.

Neden yükseliyor · 65 günde 755 yıldıza ve son 28 günde 198 commite ulaşması hızlı ilgi ve aktif geliştirme sinyali veriyor; ancak aynı dönemde yalnızca 2 farklı yazar bulunması katkı tabanının dar olduğunu gösteriyor. Bu ilginin kesin nedenini ölçümlerden çıkarmak mümkün değil.

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

Engineering deterministic, production-grade systems around non-deterministic LLMs — FSM, durable execution, retries, DAGs, agent runtimes, m

Auditable AI operations agent for inventory exceptions, equipment alerts, and human-approved workflows.

The AI Runtime for Kubernetes

Mindlas catches your coding agent drifting before the bad code lands. Real-time tracking and correction for context rot, unverified done cla

Self-hosted web viewer for Claude Code session transcripts — read, search, replay, and audit every session you have ever run

Flawless, Kubernetes ve bulut altyapısındaki sorunları kanıt toplama, insan onaylı değişiklik ve iyileşme doğrulamasıyla yönetmeyi amaçlayan bir SRE platformudur.

Neden yükseliyor · 80 günde 778 yıldız, yeni bir SRE/AgenticOps projesine belirgin ilgi olduğunu gösteriyor; ancak bunun nedenini ölçümlerden kesinleştirmek mümkün değil. Son 28 günde commit ve farklı yazar sayısının sıfır olması, yıldız ilgisinin güncel geliştirme faaliyetiyle desteklenmediğini gösteriyor.

Lightweight, dependency-free logging and analytics for LLM API calls — track tokens, cost, and latency to a plain JSONL file.

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

🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls across every provider, and a hold on anything dang

The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind it: drift detection, DLP audit of

Local LLM cost-tracking proxy for OpenAI, Anthropic, Gemini, and pinned OpenRouter calls with token usage, failure, and billing-integrity re

Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, zero-config: uvx cont

Local-first analysis of Claude Code and Codex sessions: token spend, context windows, files touched, and cost.

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it fin

The command center for n8n automation operators: multi-instance management, real-time error tracking, AI-assisted debugging, a Code Lab, and

Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into

Local streaming reverse proxy between AI coding agents (Claude Code, Cursor, Codex) and model APIs (Anthropic, OpenAI, Gemini, MiniMax). Met

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

Langfuse on GreptimeDB. Self-hosted LLM observability.

Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidenc

Tired of scrolling through hundreds of near-identical posts across every social network just to find the few that actually matter. Instead o

Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Claude Code, Codex, Cursor and more. Token usage, co

Superlog, OpenTelemetry telemetry verilerini toplayıp incident’lara gruplamayı ve üretim sistemlerini araştırmayı sağlayan açık kaynaklı bir observability platformudur.

Neden yükseliyor · 117 günde 1.455 yıldız, erken dönem için belirgin ilgi gösteriyor; YC P26 ibaresi ve AI agent’lar ile observability’yi birleştiren konumlandırma dikkat çekmiş olabilir. Ancak README ve ölçümler bu ilginin kaynağını kesinleştirmiyor; son 28 günde 11 commit ve 2 farklı yazar, projenin aktif olduğunu gösterse de geniş katkıcı tabanına işaret etmiyor.

Economical human-readable logs and structural (event pattern) retrieval for agentic trajectories

Self-hosted browser session replay built on S2 with live tailing

A cron that remembers what it did — a CLI job scheduler with persistent run history, captured stdout/stderr, and a live terminal dashboard.

Personal usage analytics for Pi coding agent. Temporal-aware insights, context-aware suggestions, model efficiency analysis.

Ongrid, altyapı gözlemlenebilirliği ve operasyon araçlarını chat kanalları üzerinden kullanılabilen bir ops AI Agent içinde birleştiriyor.

Neden yükseliyor · 127 günde 1078 yıldız almış olması ve son 28 günde 69 commit ile 8 farklı yazarın katkısı dikkat çekiyor; bu, yalnızca tek kişinin yürüttüğü durağan bir repo olmadığını gösteren olumlu bir aktivite sinyali. Ops AI Agent ve incident response alanlarına ilgi de görünürlüğüne katkıda bulunmuş olabilir; ancak README ve bu ölçümler yükselişin nedenini veya gerçek kullanıcı benimsemesini kanıtlamıyor.

Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any OpenAI-compatible local server, emittin

AgentWatch — Real-time reasoning auditor and observability platform for AI agents. Catches silent failures in your agent's reasoning chain b

Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system prompt injected on init.

Open-source runtime AI agent security tool - monitors and controls AI agents, catching malicious tool use, prompt injection, and policy drif

Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usage across AI agents, members, and workflows, and f

Token Bank — the local LLM gateway that sits between your AI agents and every provider. Know where tokens go · Spend less with smart routin

Standalone observability dashboard and developer playground for the Laravel AI SDK. Zero build steps. Telescope for your AI agents.

Open-source agentic ops platform for cloud, SRE, DevOps, support and FinOps teams. AI agents investigate incidents, cut cloud and Kubernetes

The semantic layer that makes enterprise data understandable to AI agents — model entities and relations once, query through SPL/MCP/REST, a