Showing 560 open source projects for "reliability"

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    Ship Agents Faster

    Transform your applications and workflows into powerful agentic systems at global scale.

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    Modern infrastructure spans data centers, cloud platforms and factory floors, and every blind spot between them is a risk. PRTG supports SNMP, WMI, SSH and other standard protocols to monitor IT, OT and hybrid environments through one customizable dashboard. Build the views your team needs, from network health to application performance, without switching tools. Try PRTG free for 30 days now.
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  • 1
    Upsonic

    Upsonic

    The most reliable AI agent framework that supports MCP

    Upsonic is a reliability-focused AI agent framework designed for real-world applications. It enables the development of trusted agent workflows within organizations by incorporating advanced reliability features, such as verification layers and output evaluation systems. The framework supports the Model Context Protocol (MCP), facilitating integration with various tools and enhancing agent capabilities. ​
    Downloads: 2 This Week
    Last Update:
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  • 2
    k6

    k6

    A modern load testing tool, using Go and JavaScript

    ...Test early and continuously—break the QA silo in performance testing. Backend and frontend engineers prevent regressions when running performance tests. Test scalability to improve your reliability targets. Test SLOs and avoid SLA breaches. Shift left and collaborate with developers for effective and continuous testing. Use the same script for local, distributed, and cloud tests. Migrate from local tests to the cloud using the same script for both environments. Verify that applications can handle the expected traffic. Adapt your testing: stress tests, peak tests, soak tests, etc. ...
    Downloads: 52 This Week
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  • 3
    OpenSpec

    OpenSpec

    Spec-driven development (SDD) for AI coding assistants

    OpenSpec is a lightweight specification layer designed to improve reliability when working with AI coding assistants by formalizing requirements before code generation begins. The project addresses the common issue where AI tools produce inconsistent results when specifications exist only in chat history. It introduces a structured workflow that encourages teams to agree on what should be built before implementation starts.
    Downloads: 5 This Week
    Last Update:
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  • 4
    socket.io

    socket.io

    Realtime application framework (Node.JS server)

    socket.io is a JavaScript library that allows for realtime, bi-directional communication between web clients and servers. It is composed of two parts: a Node.js server and a JavaScript client library that runs in the browser. socket.io is focused on both reliability and speed, delivering an immensely powerful, fast and yet easy to use realtime engine that’s used by just about everyone: from Microsoft Office and Zendesk to hackathon winners and small startups. It’s considered one of the most depended-upon npm modules, and works on every platform, browser or device.
    Downloads: 12 This Week
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    MongoDB Atlas runs apps anywhere

    Deploy in 115+ regions with the modern database for every enterprise.

    MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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  • 5
    Keiyoushi Extensions

    Keiyoushi Extensions

    Extension repository for Mihon and variants

    ...The repository is actively maintained by contributors who update sources to keep up with website changes and ensure continued functionality. It also enforces certain standards for extension development, promoting consistency and reliability across different providers.
    Downloads: 365 This Week
    Last Update:
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  • 6
    Phantasm

    Phantasm

    Toolkits to create a human-in-the-loop approval layer

    Phantasm offers toolkits to create a human-in-the-loop approval layer to monitor and guide AI agents' workflows in real-time, ensuring safety and reliability in AI operations.
    Downloads: 2 This Week
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  • 7
    ShinyItemAnalysis

    ShinyItemAnalysis

    Test and Item Analysis via Shiny

    ShinyItemAnalysis is an R package including functions and interactive shiny application for the psychometric analysis of educational tests, psychological assessments, health-related and other types of multi-item measurements, or ratings from multiple raters. Exploration of total and standard scores. Analysis of measurement error and reliability. Analysis of correlation structure and validity. Traditional item analysis. Item analysis with regression models. Item analysis with IRT models. Detection of differential item functioning. Number of toy datasets is available, the interactive application also allows the users to upload and analyze their own data and to automatically generate PDF or HTML reports. ...
    Downloads: 6 This Week
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  • 8
    cc-switch

    cc-switch

    A cross-platform desktop All-in-One assistant tool for Claude Code

    ...Built as a modern desktop app using Tauri and web technologies, it enables users to manage credentials, sessions, and tool settings without manually editing configuration files. The project also includes advanced reliability features such as automatic failover, local proxy routing, and usage monitoring to help maintain stable AI tool operations. With ongoing updates adding session management, backup controls, and expanded provider support, cc-switch is positioned as a power-user control center for AI-assisted development environments.
    Downloads: 597 This Week
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  • 9
    Beehave

    Beehave

    Behavior tree AI for Godot Engine

    ...Beehave includes built-in debugging tools that allow developers to inspect and analyze AI behavior in real time, which is crucial for refining gameplay mechanics and ensuring reliability. The framework also incorporates performance monitoring features to help maintain optimal frame rates and identify bottlenecks in AI execution.
    Downloads: 3 This Week
    Last Update:
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    Train ML Models With SQL You Already Know

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  • 10
    System Design 101

    System Design 101

    Explain complex systems using visuals and simple terms

    ...Topics cover APIs, networking, databases, caching, distributed systems, software architecture, payments, security, and development practices. Real-world case studies examine architectures used by major technology companies. The material also explains common tradeoffs, scalability techniques, reliability patterns, and performance strategies. Its highly visual format makes complex engineering concepts easier to review and compare quickly.
    Downloads: 2 This Week
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  • 11
    HolmesGPT

    HolmesGPT

    CNCF Sandbox Project

    HolmesGPT is an open-source AI agent designed to help DevOps and site reliability engineering teams diagnose and resolve production incidents. The system aggregates signals from observability tools such as logs, metrics, alerts, and distributed traces, then analyzes them using large language models to identify potential root causes. Rather than requiring engineers to manually correlate large volumes of monitoring data, HolmesGPT automatically synthesizes evidence and presents explanations in natural language. ...
    Downloads: 4 This Week
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  • 12
    Future AGI

    Future AGI

    Open-source platform for evaluating, observing, and improving LLM

    ...It supports both cloud and self-hosted deployment models, making it useful for teams with different privacy, infrastructure, and compliance needs. Future AGI is especially relevant for agent-heavy products where reliability, regression testing, and safety checks matter before and after release. Its main value is turning AI agent development into a measurable engineering process instead of an informal cycle of prompting, guessing, and manual review.
    Downloads: 3 This Week
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  • 13
    WinUtil

    WinUtil

    Chris Titus Tech's Windows Utility - Install Programs, Tweaks, Fixes

    ...The project prioritizes clean, efficient code and careful review of contributions to maintain stability. WinUtil is widely popular with thousands of stars and contributors, reflecting its reliability and usefulness in Windows system management.
    Downloads: 528 This Week
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  • 14
    Agent Skills for Context Engineering

    Agent Skills for Context Engineering

    A comprehensive collection of Agent Skills for context engineering

    ...Rather than being a single application, it packages practical guidance into skill modules that agents can load to improve planning, retrieval, memory usage, and overall reliability in real workflows. The repository emphasizes context engineering as a discipline, covering why agents fail when context gets too large, too noisy, or poorly structured, and how to mitigate those failure modes with repeatable patterns. It is designed to be used across modern agent environments that support skill folders and structured instructions, so teams can standardize how agents operate instead of relying on ad-hoc prompting.
    Downloads: 5 This Week
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  • 15
    OxidizeBot

    OxidizeBot

    High performance Twitch bot in Rust

    ...From a song request system to groundbreaking game modes where your viewers can interact directly with you and your game. It's written in Rust, providing an unparalleled level of reliability and performance. OxidizeBot doesn't cost you anything, and its source code is available on GitHub for anyone to tinker with! Plays music moderates your chat, plays games, you name it! You own your data. It uses your internet for the best possible latency. It's light on system resources*. And running locally means it can perform rich interactions with your games like Chaos%.
    Downloads: 2 This Week
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  • 16
    imagefap-dl

    imagefap-dl

    ImageFap gallery downloader

    imagefap-dl is a command-line downloader designed to automate the retrieval of galleries and media from ImageFap, focusing on efficiency, reliability, and structured output. The tool enables users to download entire galleries or specific content collections by parsing URLs and systematically fetching associated media files. It is optimized for batch downloading scenarios, allowing users to archive large sets of images with minimal manual intervention. The program typically includes configurable options for output directories, naming conventions, and filtering, ensuring that downloaded content is organized in a consistent and user-defined structure. ...
    Downloads: 39 This Week
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  • 17
    Fingerprint Pro Azure Integration

    Fingerprint Pro Azure Integration

    Proxying identification and JavaScript agent download requests

    Fingerprint Pro Azure Integration is responsible for proxying download requests of the latest Fingerprint Pro JS Agent between your site and Fingerprint CDN. Proxying identification requests and responses between your site and Fingerprint Pro API. This improves both accurancy and reliability of visitor identification and bot detection on your site.
    Downloads: 0 This Week
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  • 18
    WireGuard for Windows

    WireGuard for Windows

    Fully-featured WireGuard client for Windows

    ...It is the recommended method for running WireGuard on Windows systems and supports modern versions of the operating system across multiple CPU architectures. The client simplifies secure tunnel setup through key-based configuration while leveraging WireGuard’s streamlined cryptographic design for performance and reliability. Its architecture tightly integrates with the Windows networking stack to provide efficient packet handling and stable connections. The project is intended for both enterprise and individual users who require a secure, modern VPN solution on Windows platforms.
    Downloads: 77 This Week
    Last Update:
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  • 19
    Fapello.Downloader

    Fapello.Downloader

    NSFW Windows app to batch download images and videos

    ...It is optimized for batch operations, organizing downloaded media into structured folders for easy access and storage. The project also includes performance improvements and updates over time, focusing on faster download speeds and improved reliability.
    Downloads: 76 This Week
    Last Update:
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  • 20
    Claude Octopus

    Claude Octopus

    Put up to 8 AI models on every coding task

    ...The plugin supports multiple providers and model types, enabling flexible combinations of local and cloud-based models. It emphasizes collaborative intelligence, where models effectively act as reviewers of each other’s work. Overall, Claude Octopus enhances reliability and decision-making by introducing redundancy and diversity into AI-assisted coding.
    Downloads: 1 This Week
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  • 21
    Browserless

    Browserless

    The headless Chrome/Chromium driver on top of Puppeteer

    ...It provides a high-level API for interacting with headless Chrome, allowing developers to perform operations such as generating PDFs, capturing screenshots, extracting text or HTML, and automating web navigation. The project is designed to act as a production-ready abstraction layer over Puppeteer, offering improved reliability, error handling, and scalability for real-world applications. Browserless includes built-in optimizations such as request blocking, automatic retries, and sensible defaults that improve performance when processing web pages. It can be used as a standalone library, a command-line tool, or a hosted API service that scales browser instances on demand.
    Downloads: 1 This Week
    Last Update:
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  • 22
    KeepChatGPT

    KeepChatGPT

    Browser userscript that enhances ChatGPT reliability and usability

    KeepChatGPT is an open source browser userscript designed to enhance the reliability, usability, and efficiency of the ChatGPT web interface. It runs through userscript managers and injects additional functionality directly into the page, allowing users to improve their workflow without requiring a backend service or separate application. It focuses on solving common problems experienced during AI conversations, such as session timeouts, network errors, message failures, and interruptions during long chats. ...
    Downloads: 1 This Week
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  • 23
    TypedAI

    TypedAI

    TypeScript AI platform with AI chat, Autonomous agents

    ...The framework provides developers with a full-featured environment for designing autonomous agents capable of performing complex tasks such as code analysis, workflow automation, or conversational assistance. Written in TypeScript, the platform emphasizes strong typing and structured development patterns to improve reliability when building AI-driven systems. TypedAI includes tools for building chat interfaces, managing LLM interactions, and orchestrating multi-step workflows that combine AI reasoning with external tools. The platform also includes specialized software engineering agents that can assist with tasks such as code reviews or repository analysis. ...
    Downloads: 1 This Week
    Last Update:
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  • 24
    AnyTool

    AnyTool

    AnyTool: Universal Tool-Use Layer for AI Agents

    ...Rather than having each agent handle tool invocation logic on its own, AnyTool provides a standardized interface and orchestrator that intelligently selects and manages tools, reduces context overhead, and improves execution reliability across diverse capabilities like web APIs, local commands, and GUI automation. It uses progressive filtering and adaptive orchestration to ensure the right tools are retrieved efficiently and work cohesively with agents of varying complexity, scaling to thousands of tools with self-optimizing behavior. The system also tracks tool reliability and quality, offering a safer and more predictable automation experience with persistent learning from previous executions.
    Downloads: 1 This Week
    Last Update:
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  • 25
    Apache Iceberg

    Apache Iceberg

    Apache Iceberg

    Iceberg is a high-performance format for huge analytic tables. Iceberg brings the reliability and simplicity of SQL tables to big data while making it possible for engines like Spark, Trino, Flink, Presto, Hive, and Impala to safely work with the same tables, at the same time. The core Java library that tracks table snapshots and metadata is complete, but still evolving. Current work is focused on adding row-level deletes and upserts, and integration work with new engines like Flink and Hive. ...
    Downloads: 1 This Week
    Last Update:
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