k3s App Builder Platform
A self-contained platform for deploying apps with plain language and Claude, running entirely within k3s on a single EC2 instance.
⚠ 2 need attention
Remote Dev UI
A web-based dual-pane file browser with an integrated terminal for managing local and EC2 files via SSH/SFTP.
⚠ 2 need attentionAWS Cognito + ALB Auth Portal
A minimal employee access portal using AWS ALB for OAuth2 authentication and FastAPI for group-based authorization.
✓ all on mainReal-Time ASR Service with NVIDIA NeMo Parakeet
A production-ready streaming speech-to-text API using NVIDIA's Parakeet-CTC-0.6B model, featuring WebSocket audio ingestion, Silero VAD, and FastAPI.
✓ all on main
nano-claw voice loop
A local, voice-powered AI agent that runs in your browser with Metal-accelerated speech recognition and tool execution.
⚠ 3 need attention4kUpScalerWorker
Serverless-style image upscaling worker using AWS S3, SQS, and InvokeAI.
✓ all on mainAWS_tools_for_pricing
Python scripts to export EC2 instance details and OpenSearch domain configurations for cost analysis.
✓ all on mainAudio2ScriptViewer
A Python micro-service that processes transcribed audio messages from AWS SQS and compiles them into a sorted CSV script.
✓ all on mainAuth0 to S3 Backend
A reference architecture for mapping Auth0 authenticated users to individual AWS S3 buckets with secure, pre-signed URL access.
✓ all on main
Browser-Text-to-Speech-TTS-Realtime
A client-side, real-time neural text-to-speech engine using WebAssembly and ONNX.
⚠ 48 need attentionCOE-overview
Weekly aggregator for security and operational errors from Jira, Wiz, CrowdStrike, and Vibranium.
✓ all on main
FSM-generic (Voice OS)
A generic voice-first operating system framework that defines conversational apps as workflow state machines.
✓ all on mainHuberman Lab Podcast Transcripts
A curated collection of MS Word and Markdown transcripts for episodes 1–30 of the Huberman Lab Podcast.
✓ all on mainPalindrome-Index
A Python utility that identifies the index of a character whose removal converts a string into a palindrome.
✓ all on mainS3 Presigned URL Lambda API Gateway Setup
A Serverless Framework template for generating secure, rate-limited S3 presigned upload URLs via API Gateway and Lambda.
⚠ 2 need attentionTranscriptionAPI-S3-backend
A lightweight Flask microservice that generates AWS S3 presigned URLs for secure audio file uploads.
✓ all on mainUFOBriefing
Static intelligence portal for UAP/UFO disclosure research, powered by the Intelligence Briefing Toolkit.
⚠ 1 need attention
WhisperLive
A real-time speech-to-text server and client ecosystem using OpenAI's Whisper with WebSocket streaming.
✓ all on mainaddress-validator
FastAPI service that resolves messy/voice-transcribed US addresses to USPS standards via phonetic fuzzy matching and calculates driving routes using OpenStreetMap.
✓ all on mainAgent Router
A federated, multi-agent cockpit that spawns Gemini, Claude, and Codex in real PTYs and bridges them to a browser workspace.
⚠ 10 need attention
art-starry-night-flowfield
WebGPU-accelerated particle flow field visualization inspired by Van Gogh's Starry Night.
✓ all on mainAudio Orchestrator
A Python-based service that manages audio file processing workflows by coordinating S3 uploads, database task tracking, and SQS worker queues.
✓ all on mainaudio-uithin
Browser-based audio recorder with chunking functionality.
✓ all on mainaudio-ui-cf-s3-lambda-cognito
A deprecated serverless personal cloud platform featuring secure audio recording and file management via AWS Cognito, Lambda, S3, and CloudFront.
✓ all on mainaudio-ui-realtime-transcribe
Serverless platform for browser-based chunked audio recording, S3 storage, and file management with planned real-time transcription.
✓ all on mainaudio-workernode
A Python-based distributed worker node for audio transcription tasks, designed to run on RunPod infrastructure and communicate with a central orchestrator.
✓ all on mainaudio_client_server
A web-based audio recording client that streams sound to a Python Flask server for real-time transcription and processing.
⚠ 4 need attentionNo Prob Bob — Customer Discovery Agent
A conversational AI agent that guides customer discovery interviews, extracts insights, and saves structured seed documents to Afterburner projects.
⚠ 1 need attention
browser-RAG-retrieval-realtime-night-index-SQLLiteWASM-and-sqllite-vec-portal-vector-db-with-filters
A fully offline, in-browser vector database for real-time RAG retrieval using SQLite WASM and client-side embeddings.
⚠ 6 need attention
Browser-Native RAG Retrieval Layer
A fully local, WebGPU-accelerated RAG retrieval system that runs embedding and vector search entirely in the browser with zero network calls at query time.
⚠ 4 need attention
VoiceStream ASR
A production-ready real-time Automatic Speech Recognition service using browser APIs and WebSocket streaming.
⚠ 2 need attentionbrowser-llm-local-ai-chat
A zero-build, vanilla JS browser chat interface supporting Ollama, OpenAI, Anthropic, and in-browser WebGPU/WASM inference.
✓ all on main
Browser Voice Agent
A fully browser-native voice agent using local WebGPU LLMs, TTS, and STT with no server requirements.
✓ all on main
Browser Whisper Models Local Showcase
A client-side web application for private, offline speech-to-text transcription using OpenAI's Whisper models via WebGPU or WebAssembly.
✓ all on mainbrowser_mobile_debug_panel
One-tap debug report button for mobile web apps that captures console logs, browser info, and app state to S3.
⚠ 2 need attentioncal-provider
Unified async Python library for Google Calendar and CalDAV with an optional MCP server.
✓ all on main
Browser-Native RAG Retrieval Layer
A fully local, WebGPU-accelerated RAG retrieval system that runs entirely in the browser with zero network calls at query time.
⚠ 4 need attentionclassVsInstance
Educational Python implementation demonstrating class vs instance variables and basic OOP logic.
✓ all on mainclaude-chat-workspace
Lightweight self-hosted chat interface for Claude using Node.js, Express, and SSE.
⚠ 4 need attentionClaude Memory Bridge
A Chrome extension that detects specific memory markers in Claude AI chats and bridges them to external storage via webhooks or serverless functions.
✓ all on mainCloudflare Zero Trust Setup Wizard
Interactive portal and CLI for provisioning secure, identity-gated localhost tunnels via Cloudflare.
⚠ 2 need attentioncodefresh-release-stats
A Python script to count Codefresh Kubernetes releases per cluster over the last week.
✓ all on mainCloudDrive: Serverless Personal Cloud with Audio Recording
A secure, mobile-first personal cloud platform featuring chunked audio recording, file management, and event-driven architecture on AWS.
✓ all on mainDeploy Portal (Capsule Cloud)
A self-service web portal for provisioning SSH access and deploying applications to an EC2 gateway instance protected by AWS Cognito authentication.
✓ all on mainEasy Cognito Nginx Gateway Auth
A production-ready authentication gateway that protects web applications using AWS Cognito, nginx, and oauth2-proxy without requiring code changes.
✓ all on mainEventBridge Orchestrator
Infrastructure-as-code repository defining AWS EventBridge schemas, rules, and utility lambdas for a decoupled microservices architecture.
⚠ 2 need attentioneveryone-ai
A self-service internal developer platform that launches isolated Claude Code workspaces on Kubernetes via a web portal.
⚠ 2 need attentionexampleLoops
Educational code samples demonstrating basic loop structures in Java and Python.
✓ all on mainflowstate
A declarative Finite State Machine engine for multi-turn conversational AI that uses YAML to define states, typed slots, and per-state model selection.
✓ all on mainflowstate-evolve
Analyzes Flowstate workflow traces to recommend graph improvements and generate auditable before/after reports.
✓ all on maingenerate_title_headline_hooks
An integrity-checked headline generation pipeline that separates proposal, judgment, and verification to prevent hallucinated quotes and unsupported claims.
✓ all on mainGitHub Portfolio Search
Semantic search engine for personal GitHub repositories using embeddings and TF-IDF.
✓ all on mainGPT-4 & LangChain PDF Chatbot
A Next.js application that enables natural language querying of multiple large PDF documents using GPT-4, LangChain, and Pinecone vector storage.
⚠ 50 need attentiongrassy-knoll
A generic voice-first operating system framework that defines conversational apps as workflow state machines.
✓ all on mainHeadshot AI Starter
Open-source SaaS starter for generating professional AI headshots using Astria, Next.js, and Supabase.
⚠ 2 need attentionhello-world
A minimal tutorial repository for Hello World by David Mar.
✓ all on mainhello-world-test
A minimal GitHub repository used for testing branch edits and README updates.
✓ all on mainhtml-framework-record-ver2.0
A lightweight, web-only audio recorder that captures PCM data and stores it in IndexedDB for persistent local playback.
✓ all on mainibt-ufothin
Stub repository for a UAP knowledge graph and MetaPath2Vec correlation engine.
✓ all on mainIntelligence Briefing Toolkit
A standalone research pipeline that searches the web, extracts claims via LLMs, accumulates evidence, and generates intelligence briefings.
⚠ 4 need attentioninterviewnotes
A structured framework and checklist for conducting five-part technical and behavioral engineering interviews.
✓ all on main
iPhone & Desktop Companion TTS/SST Talking App
Mac-hosted Python voice assistant streaming WebRTC audio to iPhone with a hybrid FSM workflow engine for complex research.
⚠ 2 need attention
iPhone Streaming Plus Finite State Machine
Mac-hosted Python voice assistant streaming TTS to iPhone Safari via WebRTC with a hybrid FSM workflow engine for complex queries.
⚠ 3 need attention
iphone-webrtc-TURN-speaker-streaming-machost-iphonebrowser
Stream generated audio from a Mac host to an iPhone browser via WebRTC and TURN, featuring a voice agent loop with STT, LLM, and TTS.
⚠ 2 need attentioniran-intel
Static intelligence portal for Iran war investigation signals, powered by the Intelligence Briefing Toolkit.
✓ all on mainknightsMovesRecursive
A Python script that calculates valid knight moves on a chessboard using recursive logic and coordinate translation.
✓ all on mainLiveblocks Next.js Starter Kit
A production-ready template for building collaborative applications with real-time features using Next.js and Liveblocks.
⚠ 2 need attentionllm_gpt3.5-vs-gpt4-comparison
A cost-optimized document summarization pipeline using GPT-3.5 that achieves comparable or better results than GPT-4 by leveraging logical paragraph segmentation and hierarchical summarization.
✓ all on mainlogin-system
Serverless authentication backend using AWS Lambda, DynamoDB, and JWT.
⚠ 4 need attentionmcp-highlighter
A Chrome extension and MCP bridge system that captures LLM-formatted memory blocks from web pages and persists them for AI context.
⚠ 2 need attentionmy-blogthin
Placeholder repository for personal blog writing.
✓ all on mainnvidia-RNN-T-Parakeet
A low-latency, GPU-accelerated speech-to-text API server using NVIDIA Parakeet RNN-T and Riva.
✓ all on mainnvidia-parakeet
Production-ready deployment system for NVIDIA Parakeet RNNT ASR via Riva with WebSocket streaming.
✓ all on mainNVIDIA Parakeet Riva ASR Deployment System
Production-ready deployment pipeline for NVIDIA Parakeet RNNT speech recognition via Riva ASR with WebSocket streaming.
⚠ 1 need attentionNVIDIA Riva Conformer-CTC Streaming ASR
Production-ready real-time speech transcription using NVIDIA Riva 2.19 with Conformer-CTC streaming model via WebSocket bridge.
✓ all on mainNVIDIA Riva RNN-T Real-Time Transcription System
Ultra-low latency real-time audio transcription system leveraging NVIDIA Riva RNN-T on AWS GPU instances.
⚠ 2 need attentionNVIDIA RNN-T Production Transcription System
Automated deployment of a GPU-accelerated SpeechBrain Conformer RNN-T speech recognition server with WebSocket streaming and S3 integration.
✓ all on mainopenai_transcribe
A lightweight Node.js HTTP server that proxies audio files to the OpenAI Whisper API for transcription.
✓ all on main
Open Source Sound Generator LLMs
A local browser-based benchmarking suite for comparing nine open-source audio generation models with real-time progress streaming and Apple Silicon optimization.
⚠ 4 need attentionphone-agent-keiko-tv
A Python-based AI phone agent for keiko.tv that handles customer service calls, manages contacts via SQLite, and integrates with FSM-generic for state-driven scheduling.
⚠ 1 need attentionphone-agent-scheduler
A real-time voice AI agent for trades businesses that handles phone calls, checks Google Calendar availability, and books appointments using a deterministic FSM and LLM safety nets.
✓ all on mainPicture QR Code
A serverless, password-gated shared photo album accessed via QR code, using AWS Lambda and S3.
✓ all on mainPicture QR Code Login
Serverless shared photo album with identity-aware login (Google/Email) and per-photo attribution.
✓ all on mainpictures-valentina
Automated pipeline for generating a 16-year school portrait poster from an Apple Photos library.
✓ all on mainpythonArrays2
A Python script that reads an array of integers from standard input and prints them in reverse order.
✓ all on mainrag-document-chat
A Python-based Retrieval-Augmented Generation (RAG) system for document Q&A using FastAPI, Streamlit, ChromaDB, and OpenAI.
⚠ 2 need attentionRAG Document Chat System v2
A modular, production-ready Retrieval-Augmented Generation system with hierarchical document processing and paragraph-aware search.
⚠ 4 need attentionrecording_app
Browser-based voice memo recorder with chunked S3 streaming and local faster-whisper transcription.
⚠ 5 need attentionriff
Voice agent platform that generates deterministic FSM-based voice flows from plain English business descriptions.
⚠ 8 need attentionriot
A lightweight Python socket server and curses-based client for tracking taxi driver performance ratings.
✓ all on main
search-tool-provider
Unified async web search interface supporting 6+ backends with MCP server, CLI, and admin UI.
✓ all on mainsip-voice-transport
PSTN phone call transport for Mac-local voice AI supporting Telnyx and Twilio.
✓ all on main
Smart Transcription Router
Hybrid AWS architecture routing audio transcription between real-time GPU FastAPI and batch SQS processing based on server health.
✓ all on mainspa_react_javascript_auth0
Auth0 React SPA authentication sample with auxiliary S3 audio upload utilities.
⚠ 2 need attention
Iris Kade: Local Browser-Native Conversational AI
A zero-network, WebGPU-accelerated conversational AI with dual-LLM architecture, multi-lane RAG, and streaming TTS/STT running entirely in the browser.
⚠ 2 need attention
Iris Kade v2: Local Browser AI with Intent Workflow
A zero-network, WebGPU-powered conversational AI featuring an embedder-based intent classifier and a visual workflow editor for stateful dialogue.
⚠ 2 need attention
Speaker Workflow System
A visual editor and runtime engine for declarative, multi-turn conversational workflows defined in JSONL.
⚠ 2 need attentionspot-setupthin
A thin repository intended for setting up GPU spot instances optimized for running Whisper.
✓ all on mainSSH Helper
A lightweight, web-based SSH terminal emulator with IP whitelisting and external authentication support.
✓ all on mainstringsAndLoops
A Python script that separates even and odd indexed characters from input strings.
✓ all on mainstripe-single-subscription-ec2
A Python Flask backend and vanilla JS frontend implementing Stripe Checkout for single subscriptions, configured for EC2 deployment.
⚠ 2 need attentionSuperTokens S3 Example
A reference implementation of passwordless authentication using SuperTokens, Go, and Docker on AWS EC2.
✓ all on mainSuperTokens Passwordless Node.js Demo
A minimal prototype demonstrating passwordless authentication via magic links using SuperTokens, Node.js, and Docker.
✓ all on mainswitchboard-ai
Append-only coordination channel for AI agents and humans via HTTP and JSONL.
✓ all on mainFriendNet
A private network dashboard that aggregates mDNS service discovery from multiple Tailscale-connected homes into a single view.
⚠ 4 need attentionPersona RAG Engine
A multi-domain intelligence platform that isolates analytical personas and evidence corpora to prevent data bleed while enabling specialized, voice-consistent Q&A.
⚠ 17 need attentiontool-browserAutomationScripts
macOS CLI and library for listing Chrome profiles, decrypting cookies, and launching browser instances.
⚠ 2 need attentiontool-messaging-projectthin
Empty or stub repository for a messaging tool project.
✓ all on maintool-s3-cloudfront-push
A shell-based static site deployer that crawls a running local website and pushes it to AWS S3 and CloudFront for low-cost, HTTPS-enabled global hosting.
✓ all on mainVideo Picture Annotator Review
A Playwright-style tool for analyzing screen recordings, annotating UI elements with AI, and generating visual diff reports.
✓ all on mainwhatsup
Multi-transport project messaging for Afterburner sprints via Telegram, WhatsApp (planned), and console.
✓ all on main
Traceable Searchable ADR Memory Index
A framework for traceable, searchable project memory with multi-agent sprint automation and architecture decision tracking.
⚠ 2 need attentionPhone Agent Training Pipeline
A pipeline for generating synthetic phone conversation data and fine-tuning local LLMs (via LoRA on Apple Silicon) to act as automated plumbing receptionists.
✓ all on maintranscriber-2-pass-riva-conformer-cf-s3-lambda-cognito-adapter-2025-10-14
Hybrid architecture combining NVIDIA Riva Conformer-CTC for real-time streaming ASR with an AWS serverless backend for secure, chunked audio storage and session management.
⚠ 2 need attentiontranscription-end-to-end-docs
Documentation and integration guide for a serverless transcription pipeline using AWS EventBridge, Cognito, and Lambda.
✓ all on maintranscription-realtime-whisper
Production-ready real-time speech transcription system supporting WhisperLive edge proxy and NVIDIA Riva enterprise architectures.
⚠ 3 need attentionCloudDrive: Real-Time Transcription Platform
A production-ready SaaS for real-time speech-to-text using WhisperLive, AWS Cognito, and serverless backend.
⚠ 2 need attentiontranscription-sqs-spot-s3
Scalable AWS-based audio transcription system using SQS queues, EC2 Spot instances, and WhisperX/Voxtral models.
⚠ 2 need attention
ui-audiorecorder-html-sample
Reference implementation for recording independent, playable audio chunks in the browser to avoid WebM container header issues.
✓ all on main
Voice Calendar Scheduler FSM
A 24/7 voice-driven apartment viewing scheduling assistant using Twilio/WebRTC, an 8-step FSM, and Google Calendar integration.
✓ all on mainvoice-frontend-modules
Composable Python infrastructure for voice AI apps: WebRTC transport, edge authentication, and pluggable STT/TTS/LLM engines.
✓ all on main
Voice Base — Browser-to-Server Voice UI
A minimal, self-contained voice conversation system connecting browser microphone to Claude via WebRTC, using local Whisper for STT and Piper for TTS.
✓ all on mainvoice-optimal-RAG
Self-contained Dockerized RAG service for semantic document search using LanceDB and Nomic embeddings.
⚠ 2 need attention
Voice Print
Real-time speaker diarization and voice fingerprinting system using multiple embedding models.
✓ all on mainwebsite-cloner
A six-phase static site cloning tool that enumerates URLs, downloads assets, rewrites links, detects dynamic content, and deploys to AWS S3.
✓ all on mainwhisper-runpod
Containerized Faster Whisper transcription service optimized for RunPod with S3 integration.
✓ all on mainwhisperX-runpod
Scripts and handlers for deploying WhisperX with speaker diarization on RunPod or AWS EC2 GPU instances.
✓ all on mainwhisperlive-runpod
Deployable real-time speech-to-text service using OpenAI Whisper on RunPod GPU infrastructure.
✓ all on mainwhisperlive-salad
Real-time speech-to-text server using OpenAI Whisper, optimized for Salad Cloud GPU deployment.
✓ all on mainyoutube_commercial_detector
A utility that estimates YouTube ad frequency by downloading videos and analyzing their text transcriptions for commercial keywords.
✓ all on mainYouTube Phrase Scanner
A serverless, GPU-accelerated pipeline that downloads YouTube videos, transcribes them with WhisperX, and scans for specific phrases.
✓ all on mainYouTube Phrase Scanner
Serverless pipeline for downloading, transcribing, and scanning YouTube videos for specific phrases using WhisperX and AWS infrastructure.
✓ all on main