Trending AI reposUpdated daily from GitHub

OpenTelemetry Compile-Time Instrumentation for Golang

A tool for Python developers to easily debug the HTTP(S) client and server requests in a Python program.

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

A comprehensive open-source reference for backend engineering HTTP, concurrency, gRPC, distributed systems, observability, and cloud-native deployment. Built from first principles.

Self-hosted, open-source Sentry alternative in Rust. Error tracking, performance, logs and AI agent traces in one small container that works with the Sentry SDKs. SQLite or PostgreSQL.

Curated List of Best DevOps Tools

Dev Tools for the Serverless World - Issues, PRs and ⭐️welcome!

Interactive CV with AI chat integration. Built with React 19, TypeScript, Claude API. Chat with my AI avatar about my experience.

Read-only Windows diagnostics: the Event Log in plain language, blue screens explained. Offline and open source.

KubeEye aims to find various problems on Kubernetes, such as application misconfiguration, unhealthy cluster components and node problems.

Model Deployment at Scale on Kubernetes 🦄️

Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.

Turning Kubernetes Events into spans

OpenTelemetry (Tracing + Metrics) module for Nest framework (node.js) 🔭

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

lightweight system-level observability for AI Agents

SkyWalking RocketBot UI

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

AWS Distro for OpenTelemetry Collector (see ADOT Roadmap at https://github.com/orgs/aws-observability/projects/4)

The platform for continuously improving AI agents.

An algorithm to optimize database queries that run multiple times https://pubkey.github.io/event-reduce/

INFRASTRUCTURE、OPERATION SYSTEM and APPLICATION monitoring tools.

eBPF based always-on CPU/GPU profiler auto-discovering targets in Kubernetes and systemd, zero code changes or restarts needed!

Awesome observability page

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

Technical Advisory Group for Observability 🔭⚙️

Open Source Data Annotation & Labeling Tools

Grafana Labs' Jsonnet libraries

OpenTelemetry command-line tool for sending events from shell scripts & similar environments

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

NucliaDB, The AI Search database for RAG

An active monitoring software to detect failures before your customers do.

BharatMLStack is an open-source, end-to-end machine learning infrastructure stack built at Meesho to support real-time and batch ML workloads at Bharat scale

Web-based log viewer UI. Explore logs data stored in several sources: ClickHouse, Kubernetes or Docker

Alaz: Advanced eBPF Agent for Kubernetes Observability – Effortlessly monitor K8s service interactions and performance metrics in your K8s environment. Gain in-depth insights with service maps, metrics, and more, while staying alert to crucial system anomalies 🐝

Open, SQL-native time-series database for telemetry you need to keep. 38M+ records/sec ingestion, 25M+ rows/sec queries. InfluxDB Line Protocol and Telegraf compatible. Open Parquet on your storage. Single binary. S3/Azure native. Air-gap ready. AGPL-3.0.

Microsoft Application Insights SDK for JavaScript

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

Orb is a dynamic network observability platform with agent fleet orchestration and data pipelines with OpenTelemetry

Map Kubernetes traffic: in-cluster, to the Internet, and to AWS IAM and export as text, intents, or an image

eBPF (extended Berkeley Packet Filter) Guide. Learn all about the eBPF Tools and Libraries for Security, Monitoring , and Networking.

👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

Datadog Python APM Client

AI-powered SRE platform for automated incident investigation

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks.

Zero-code OpenTelemetry instrumentation powered by eBPF

CDF SIG MLOps

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

Open-Source Tracing Platform