Your tasks, your server. An open-source, local-first task manager you can host yourself. Everything you expect from a commercial task app, without the subscription or the lock-in.
The self-hosted AI SRE agent. You don't have to monitor your systems alone. Versus Incident will keep track of your services, applications, and systems, detect new or unexpected problems, and provide your team with the evidence needed to investigate.
Always know what to expect from your data.
LAN-Orangutan is a self-hosted network discovery tool. Find every device on your LAN, label and group them, snapshot your network and compare it later, and get flagged when something unexpected shows up. Single binary, no setup, Tailscale built in. Built by 291 Group.
A lightweight keyboard for Android
Static analysis for the debt AI agents leave in PHP: 33 rules, Claude Code hooks, git-diff review, a Rector and Pint fix pass, Pest expectations, CI annotations and an MCP server. Deterministic, local, no LLM.
Layer5, expect more from your infrastructure
A native media playback library for Kotlin Multiplatform, Android, iOS, desktop (JVM) and web. Kotlin coroutine-first syntax, fine-tuned to perfection and as powerful as mpv and VLC. No expect/actual, no build scripts/NDK. It is 100% Kotlin core (no third-party players underneath). Can render directly into Compose multiplatform using Skiko API
Generate test files for QA and automated testing, 31+ formats at any exact byte size, with ready-made presets, reusable recipes, and manifests that define expected results. 100% offline GUI + CLI
Grammars written for ANTLR v4; expectation that the grammars are free of actions.
Library for stubbing and setting expectations on HTTP requests in Ruby.
inline-snapshot boosts efficiency when writing tests by generating code with the expected values and simplifies snapshot tests with pytest.
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Know your odds before you pay the fee: open-source Monte Carlo simulation of prop-firm challenges over each firm's exact ruleset. Pass probability, expected attempts and cost, EV, optimal risk sizing. Engine, CLI, and MCP server. Deterministic, zero telemetry. By LuxAlgo.
A collection of AI prompts for generating comprehensive manual test scenarios from software projects, covering features, edge cases, security, validation, and expected behavior.
A lightweight network security tool that verifies IP location, validates network safety, and prevents access to protected links when unexpected location changes are detected.
Interactive Wikipedia knowledge graph - crawl topics, visualize connections, and explore unexpected paths.
HTTP server mocking and expectations library for Node.js
Developers repository of Calf Studio Gear. Expect some issues when using it for production.
Gradle plugin which validates the licenses of your dependency graph match what you expect
A smooth testing lib for F#. APIs made for humans! Strong testing methodologies for everyone!
A multiplatform expectation library for Kotlin
A mocking library for Elixir πͺ
Compile-time tests for types. Useful to make sure types don't regress into being overly-permissive as changes go in over time.
expected lite - C++23 expected objects for C++11 and later in a single-file header-only library
Chatpin puts your AIβs chat template under inspection and lock. Compare it with the publisherβs original, flag suspicious conditional logic, and pin the version you trust so unexpected changes fail CI before deployment. Built for GGUF and safetensors workflows. Your model has a chat template. Give it a tamper alarm.
Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
A procedural cinematic short film with a Higgsfield-generated score, sound effects, and narration.
Extract PS5 debug packages (FIH/PFS/NAPS/Kraken) into the layout the AnyPS5 relinker expects
A very extensive set of extension methods that allow you to more naturally specify the expected outcome of a TDD or BDD-style unit tests. Targets .NET Framework 4.7, as well as .NET Core 2.1, .NET Core 3.0, .NET 6, .NET Standard 2.0 and 2.1. Supports the unit test frameworks MSTest2, NUnit3, XUnit2, MSpec, and NSpec3.
Lightweight document management system packed with all the features you can expect from big expensive solutions
Delightful JavaScript Testing.