32 projects for "reason" with 2 filters applied:

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  • 1
    StabilityMatrix

    StabilityMatrix

    Multi-Platform Package Manager for Stable Diffusion

    StabilityMatrix is a project that helps organize, evaluate, and compare generative AI models and their behavior across prompts, datasets, or configuration settings. It provides a framework to run experiments systematically—capturing inputs, model configurations, outputs, and metrics—so researchers and practitioners can reason about differences in quality, robustness, and failure modes. The repository often bundles tooling for automated prompt sweeping, scoring heuristics (such as diversity, coherence, or task-specific metrics), and visualization helpers to make comparisons interpretable. This approach is useful for model selection, prompt engineering, and benchmarking new checkpoints against baseline models under reproducible conditions. ...
    Downloads: 86 This Week
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  • 2
    Napkin Math

    Napkin Math

    Techniques and numbers for estimating system's performance

    ...The repository is especially useful for system design interviews, architecture planning, capacity estimation, and infrastructure cost discussions. It encourages engineers to practice estimation as a skill so they can reason about systems before building or benchmarking them.
    Downloads: 0 This Week
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  • 3
    Specification

    Specification

    Base class with tests for adding specifications to a DDD model

    ...The library works especially well with Entity Framework Core, enabling developers to centralize query definitions instead of scattering LINQ expressions throughout the codebase. By defining specifications as classes, teams can build complex query rules that remain testable and easy to reason about. The project is used in Microsoft’s reference application eShopOnWeb and aligns closely with clean architecture principles. Overall, Specification provides a structured approach to query reuse and domain-focused data access in modern .NET applications.
    Downloads: 0 This Week
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  • 4
    System Design

    System Design

    Learn how to design systems and prepare for system design interviews

    ...It emphasizes the why behind design decisions, not just a list of components, so you can explain tradeoffs under constraints like cost, latency, reliability, and growth. Overall, it functions like a practical playbook for learning how large systems are composed, where they fail, and how to reason about improvements.
    Downloads: 2 This Week
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  • Compliant and Reliable File Transfers Backed by Top Security Certifications Icon
    Compliant and Reliable File Transfers Backed by Top Security Certifications

    Cerberus FTP Server delivers SOC 2 Type II certified security and FIPS 140-2 validated encryption.

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  • 5
    BladeOne Blade Template Engine

    BladeOne Blade Template Engine

    The standalone version Blade Template Engine without Laravel

    BladeOne is a standalone version of Blade Template Engine that uses a single PHP file and can be ported and used in different projects. It allows you to use blade template outside Laravel. Dynamic blade components are not supported (reason: performance purpose) and custom features aimed for blade, but everything else is supported. This version does not support PHP 5.x anymore. However, you can use the old version that is 100% functional with PHP 5.6 and higher. By standard, The original Blade library is part of Laravel (Illuminate components) and to use this template library, you require install Laravel and Illuminate-view components. ...
    Downloads: 2 This Week
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  • 6
    LangChainGo

    LangChainGo

    LangChain for Go, the easiest way to write LLM-based programs in Go

    ...LangChainGo also includes support for embeddings, semantic search, and retrieval-augmented generation, enabling developers to build data-aware applications. With built-in abstractions for agents and tool usage, it enables the creation of systems that can reason, take actions, and interact with their environment.
    Downloads: 0 This Week
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  • 7
    jQuery Google Maps Store Locator Plugin

    jQuery Google Maps Store Locator Plugin

    A store locator plugin using Google Maps API version 3

    ...I originally created this for a company that didn’t have many locations, so I just used a static XML file. You will need to geocode your locations beforehand or use a geocoding API service if you want to try to do it on the fly. The reason for this is that all free geocoding APIs have strict limits that would easily be exceeded. In the end, you're much better off storing the coordinates versus having to look them up for each location on each request.
    Downloads: 0 This Week
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  • 8
    Pundit

    Pundit

    Minimal authorization through OO design and pure Ruby classes

    ...The policy_scope feature is especially helpful—it restricts index or list queries to only the records the current user can see by applying scopes defined in the policy class. Pundit encourages placing authorization logic close to the model domain without muddling controllers or views, making permissions easier to reason about and testable.
    Downloads: 0 This Week
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  • 9
    Clouddriver

    Clouddriver

    Read and write operations across cloud providers

    Clouddriver is the cloud-provider integration layer of Spinnaker, exposing a uniform API and cache for infrastructure resources across multiple clouds. It discovers and tracks entities such as server groups, load balancers, security groups, images, and instances, normalizing them so higher-level services can reason consistently. The service also brokers mutating operations—like creating server groups or resizing clusters—by translating Spinnaker requests into provider-specific calls. A scalable caching subsystem maintains near-real-time views of accounts and regions to keep UI and pipelines responsive. Credentials, permissions, and account configuration are managed centrally, enabling multi-account, multi-region deployments at scale. ...
    Downloads: 0 This Week
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  • 10
    iOS Interview Questions

    iOS Interview Questions

    iOS interview questions

    ...Topics range from language fundamentals (memory management, ARC, value vs. reference types), to UIKit/SwiftUI, concurrency, Grand Central Dispatch, background execution, networking, design patterns, system frameworks, and architecture decisions. Each question is usually backed by sample explanations or code snippets, helping candidates understand not just what to answer but why it matters and how to reason about tradeoffs. Because the repo is maintained, it evolves to reflect changes in the iOS ecosystem: for example, newer Swift concurrency, Combine, SwiftUI, structured concurrency, or recent platform APIs. Many interviewers and candidates use it as a structured prep tool: reviewing categories, doing mock answers, or drilling tricky concepts.
    Downloads: 0 This Week
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  • 11
    RxDart

    RxDart

    The Reactive Extensions for Dart

    ...Subjects provide multicast behaviors so multiple listeners can share a single data source while maintaining semantics like replaying the latest value. By emphasizing immutability and one-way data flow, RxDart helps isolate side effects and makes complex state transitions easier to reason about. It’s widely used to coordinate UI events, network requests, and caching layers, especially when timing and concurrency are non-trivial. The library aims to stay idiomatic with Dart Streams while giving developers the ergonomic power long associated with the ReactiveX family. In practice, it encourages clear separation between data producers, transformers, and consumers.
    Downloads: 0 This Week
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  • 12
    Sidecar for Laravel

    Sidecar for Laravel

    Deploy and execute AWS Lambda functions from your Laravel application

    ...Using Lambda through Vapor is a wonderful developer experience, but there are times when building your applications when you need to run just one or two Node functions for some reason. Common use cases could be taking screenshots with headless Chrome, generating images, or doing a server-side rendering of your Javascript frontend. When running on a serverless platform, it's not quite as easy as installing Node and running your functions. You don't have access to the server! So you end up deploying a single Vercel or Netlify function and calling it over HTTP or just forgetting the thing altogether.
    Downloads: 0 This Week
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  • 13
    FlowLens MCP

    FlowLens MCP

    Open-source MCP server that gives your coding agent

    ...The MCP server then loads this captured “flow” and exposes it to the AI agent via the Model Context Protocol (MCP), letting the agent examine, search, filter, and reason about the session just as a human developer would, without needing the agent to re-run the flow or rely on minimal reproduction data (logs, screenshots).
    Downloads: 0 This Week
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  • 14

    dynastr

    A C library to work with dynamic strings

    This library, which is a requirement for the C version of strcal, is designed specifically to work with strings allocated in the heap. The reason I've created this is to seperate the dynamic string operations from the C version of strcal.
    Downloads: 0 This Week
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  • 15
    Then

    Then

    Tame async code with battle-tested promises

    Tame async code with battle-tested promises. Because async code is hard to write, hard to read, hard to reason about. A pain to maintain. By using a then keyword that enables you to write aSync code that reads like an English sentence. Async code is now concise, flexible and maintainable.
    Downloads: 0 This Week
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  • 16
    CodeQL

    CodeQL

    Libraries and queries that power security researchers

    CodeQL is a semantic code analysis engine that treats programs as queryable databases, enabling users to write expressive queries that identify security vulnerabilities, logic bugs, and code quality issues across large codebases. Instead of just pattern matching text, CodeQL ingests source code, builds rich representations of structure and data flow, and allows queries that reason about control flow, type systems, and interprocedural relationships. This makes it powerful not just for basic linting but for deep detection of complex security flaws like SQL injection, cross-site scripting, and taint propagation that traditional static analyzers can miss. CodeQL is used by security teams, developers, and open-source tooling to create reusable query libraries, enforce policy across repositories, and automate findings in CI/CD pipelines.
    Downloads: 5 This Week
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  • 17
    Pinject

    Pinject

    A pythonic dependency injection library

    ...The library leans on Python’s introspection to minimize boilerplate, making it natural to adopt in codebases that already rely on type hints or keyword arguments. Because bindings are just Python functions and classes, refactoring remains straightforward and the DI graph is easy to reason about. Pinject is particularly useful for medium-to-large services where configuration, logging, data clients, and business logic need clean separation without resorting to manual plumbing.
    Downloads: 0 This Week
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  • 18
    StarsAndClown

    StarsAndClown

    Github Star Gathering Treatment List

    ...For users browsing GitHub casually or seeking entertainment rather than strictly utility, StarsAndClown offers a curated feed of repositories that stand out — sometimes for good reason, sometimes for quirky appeal. As a public listing, it helps surface interesting corners of GitHub that mainstream ranking systems may neglect, offering a “pop-culture catalogue” of software rather than purely technical resources.
    Downloads: 0 This Week
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  • 19
    Laravel Event Projector

    Laravel Event Projector

    Event sourcing for Artisans

    This package aims to be the entry point to get started with event sourcing in Laravel. It can help you with setting up aggregates, projectors, and reactors. If you've never worked with event sourcing, or are uncertain about what aggregates, projectors and reactors are head over to the getting familiar with event sourcing section in our docs.
    Downloads: 0 This Week
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  • 20
    ULib

    ULib

    C++ application development framework, to help developers create apps

    ...ULib is meant as a very lightweight C++ library to facilitate using C++ design patterns even for very deeply embedded applications, such as for systems using uclibc along with posix threading support. For this reason, ULib disables language features that consume memory or introduce runtime overhead, such as rtti and exception handling, and assumes one will mostly be linking applications with other pure C-based libraries rather than using the overhead of the standard C++ library and other similar class frameworks.
    Downloads: 0 This Week
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  • 21
    React Values

    React Values

    A set of tiny React components for handling state with render props

    react-values is a lightweight React utility library that gives developers a set of tiny, composable components for managing state with a render-props API, so you don’t need to rewrite the same state logic over and over in your UI components. It exposes helpful state transforms like toggle, increment, filter, and native methods matching JavaScript value types (Array, Boolean, Number, Object, String, Map, Set, Date), which makes it easier to implement common behaviors like toggles, counters,...
    Downloads: 0 This Week
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  • 22

    Java eXPerience FrameWork

    Framework for developing JSP pages

    Java framework grown from experience. Its main reason for existence is the development of JSP pages. The framework (j2ee6 branch) is currently used in commercially developed (legacy) software. Currently all functionality except for the support of JSP pages has been moved to a new project named josef. http://josef.sourceforge.net
    Downloads: 0 This Week
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  • 23
    Simple-WebSocket-Server

    Simple-WebSocket-Server

    WebSocket (WS) and WebSocket Secure (WSS) server and client library

    A very simple, fast, multithreaded, platform-independent WebSocket (WS) and WebSocket Secure (WSS) server and client library implemented using C++11, Asio (both Boost.Asio and standalone Asio can be used) and OpenSSL. Created to be an easy way to make WebSocket endpoints in C++.
    Downloads: 3 This Week
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  • 24
    Flummox

    Flummox

    Minimal, isomorphic Flux

    ...It rethinks traditional Flux architecture by eliminating the need for singletons and encouraging explicit dependency injection, making applications easier to test and reason about. The framework is built with modern JavaScript features and emphasizes clear separation of concerns between actions, stores, and components. It supports both client-side and server-side rendering, making it suitable for universal or isomorphic applications. Flummox also promotes a more structured and scalable approach to managing application state compared to earlier Flux implementations. ...
    Downloads: 0 This Week
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  • 25
    iOS Tech Frontier

    iOS Tech Frontier

    Tanslates high-quality iOS technology, open source libraries

    ...It also covers architectural and performance topics such as dynamic layout optimization, view lifecycle subtleties, Swift language pitfalls, and integration with low-level APIs such as Metal or CoreAnimation. By aggregating authoritative references, experiments, and code snippets, the guide helps developers reason through tradeoffs, debug subtle issues, and architect large-scale iOS systems.
    Downloads: 0 This Week
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