hatchmoment.

PHANTOM: Zero-copy multi-agent LLM KV-cache serving on Apple Silicon Unified Memory

Optimizes LLM inference by sharing KV-cache across agents without copying

AI mod for Slay the Spire 2

automates gameplay

RAG pipeline for clinic info

accurate answers

A functional open-source implementation of Claude for seamless browser integration.

Offers reliable, customizable AI tools without restrictions.

End‑to‑end GNN traffic forecasting on PeMS sensor data

Full pipeline, multi‑GPU training, reproducible results

Validates LLM specs via cross-model PBT to catch intent drift

Fast, cheap spec validation without ground truth

Shared AI context cache

Saves tokens

Build watchOS apps with React, rendered as native SwiftUI.

Native SwiftUI rendering via JSI.

Centella: deterministic task orchestrator for Claude Code

Runs Claude tasks in isolated worktrees, no API key

MCP server to spawn and control Claude Code AI sessions

CLI tool for orchestrating Claude Code agents

MoonBit arbitrary-precision decimal library for exact arithmetic

Provides IEEE‑754‑2008 compliant decimal math in MoonBit

Junco: AI‑driven CLI that turns Markdown tickets into GitHub pull requests

Automates ticket‑to‑PR workflow with AI

A specialized financial calculator

Precise tool for bond obligation analysis

P2P multi-agent orchestration with crash-safe SQLite persistence and real-time streaming

Crash recovery and smart routing for distributed systems

SkyPlanets: instantly see which planets you can spot tonight

Real-time, browser-only planet visibility

Overpass Styler tool for GIS investigators

Demonstrates real-world utility in a niche domain with a polished, functional implementation

Luxury matcha brand's museum-like digital sanctuary

Immersive cultural experience over traditional e-commerce

Self‑hostable agency onboarding funnel built on Cloudflare Workers

Instantly launch branded onboarding flows without a DB

Self‑hosted proxy that pools multiple AI accounts behind an OpenAI‑compatible API

Turns many provider accounts into one unified endpoint

A practical backend API for managing files in a cloud storage system

Solves real file management needs with a functional API, better than generic tools

AI‑powered property shortlist tool for city movers

Combines LLM, maps, and sentiment in one API

API backend for wasulance

solves invoice reminders

Campus relay server handling auth, device pairing, and WebSocket messaging

Provides ready‑to‑run backend for EduHermes devices

Clinical data science workflow for ICU sepsis patients

Improves mortality outcome analysis

AI-powered document chunking pipeline for RAG systems with quality guardrails

Efficient, context-aware chunking with gpt-5.4-nano reduces costs while maintaining data integrity

ETL pipeline that reconciles partner billing with internal subscription data

Provides audit‑ready, end‑to‑end reconciliation without needing Spark

Nepali bias language dataset

Helps detect bias

VaultViz: local desktop data‑visualization tool for Parquet files

Runs locally, no server, visualizes large datasets

bumper: CLI that flags dangerous Terraform changes before apply

Deterministic plan analysis with optional AI explanations

Terraform & scripts to remediate AWS Well-Architected findings

Automates security, reliability, and cost fixes for AWS workloads

Agentic autoscaler predicts traffic to scale Kubernetes deployments before load arrives

Predictive scaling beats reactive HPA

CLIProxyAPI PLUS is a customized layer for CLIProxyAPI and its management center

Adds features like request data persistence, account inspection, and WebDAV backup

Flow is a Go-based multi-user orchestrator for automating tasks

Solves task automation with a central service and CLI tool

HTTP endpoint prober with customizable alerts via Telegram

Configurable, parallel probing with Basic Auth and headers support

ASIL-D TSN Zonal Backbone for NXP i.MX8X with Network Calculus latency verification

Production-grade, hard real-time network scheduling IP stack for SDV Zonal Architectures

Battery‑powered ESP32 firmware that pulls .bin frames via MQTT and paints a 13.3" e‑paper panel

Low‑power, MQTT‑driven display for long‑term battery life

Linux USB driver & screen customizer for ThermalRight AI HydroNous R1

Enables low‑power video playback on niche USB LCD

Python SLMP client for Mitsubishi FREQROL‑E800 inverters

Zero‑dependency, high‑level API for bit/word access

Host‑side bridge for PandaBreath and Snapmaker U1, automating chamber heating

Real, working Python tool for 3D printer owners

Simulation toolkit for realistic single‑port JPAs

Provides physics‑accurate JPA models with imperfections

Privacy‑first AI DLP agent that blocks secrets on desktop in seconds

Zero‑data, real‑time secret detection

CA-BPN: Cache-Aware Batch-Size Policy

Improves constant-time normalization

Smart honeypot capturing attacker HTTP behavior with MITRE mapping

Full request logs, deterministic classification, live dashboard

Passive eBPF-powered LAN device fingerprinting and anomaly detection

Real-time device ID and anomaly alerts

Pure‑Go library for silent Azure AD token acquisition via Windows WAM

No CGO, direct WinRT calls

Chrome extension to bulk delete NotebookLM sources

Saves time deleting many sources at once

PDF X-Ray: desktop app to parse PDFs, view bookmarks, tags, and layout

Live PDF structure inspection and XY‑cut layout analysis

Digital presentation evaluation system for financial institutions with real-time scoring and audit trails

Solves paper-based evaluation forms with offline-capable Flutter app and compliance features

Swift CLI & library for Metal‑accelerated Anime4K image upscaling

Ready‑to‑use Metal‑based super‑resolution on macOS

Local AI token usage dashboard that tracks and visualizes token consumption

Zero telemetry, local SQLite, multi‑tool support

Flutter canvas library enabling rich drawing in apps

All‑in‑one widget with toolbar and export

Adversarial red‑team/blue‑team framework for AI2‑THOR embodied agents

Evaluates LLM‑driven robot safety against prompt attacks

Mucuk Bot: Instagram automation with games, AI chat, and scoring

Provides interactive games and AI replies within Instagram

Fabric mod enabling Discord-Minecraft server communication

Allows seamless messaging between Discord channels and Minecraft server

Equity-aware municipal service request management app

Combines service routing with socioeconomic weighting

PDF Editor web application with backend, document engine, and React UI

Provides end‑to‑end PDF editing and processing stack