Hardware probe agent: SSH-based system analysis with AI upgrade recommendations
A Python tool that connects to remote systems via SSH, probes hardware specs, and generates detailed reports with AI workload upgrade recommendations.
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103 posts
A taxonomy of remote-friendliness caveats in job listings
A data taxonomy classifying the various restrictions companies impose on remote positions, from geography limits to timezone requirements.
A curated guide to Hebrew language AI models
A comprehensive collection of Hebrew language AI models on Hugging Face, covering LLMs, speech recognition, sentiment analysis, and more.
Using career data as AI context for smarter job search assistance
A structured context data repository of career information designed to power AI assistants for cover letters, resume tailoring, and job search support.
A demo public LLM context repository
A demonstration of how to structure a public context data repository for seeding LLM-based assistants with personal information.
Ideating personal context data stores for better AI experiences
Using AI to brainstorm and seed personal context data stores that make LLM interactions exponentially more useful and personalised.
Building a personal RAG pipeline with AI interview agents
A workflow for building personal context data stores using specialized AI agents that interview you and feed structured data into RAG pipelines.
Shakespearean text generators: the internet's largest collection of Bard-ifying prompts
A massive collection of prompts for rewriting any text in Shakespearean English, organized by format and purpose.
Text transformation prompts for turning speech into polished content
A curated collection of system prompts that transform raw speech-to-text output into polished formats like emails, blog posts, and business documents.
Text Transformation Prompt Library: reformatting dictated text with AI
A comprehensive library of system prompts for transforming dictated or raw text into structured formats like emails, docs, and reports.
General System Prompts: a curated collection for everyday LLM use
A repository of general-purpose system prompts for configuring LLMs as useful everyday assistants, with personality and context modules.
System Prompt Factory: a modular system prompt generator
A Streamlit app for building custom LLM system prompts by mixing and matching configurable identity, style, and output parameters.
GitHub Repo Pruner: a GUI for cleaning up your local repos
A PyQt6 desktop app that helps you review and selectively delete local GitHub repositories to reclaim disk space.
Snap-It: a GUI for on-demand Snapper snapshots
A simple graphical interface for creating on-demand BTRFS snapshots with Snapper, with desktop notifications.
Better Safe: a CLI wrapper for on-demand Snapper snapshots
A simple CLI tool that makes creating BTRFS snapshots with Snapper quick and painless from the terminal.
Day Planner Dashboard: a minimal daily dashboard for small screens
A compact local dashboard showing time, emails, calendar, weather, and news headlines, optimized for 7-inch displays.
Hebrew Dash: a productivity dashboard with Hebrew calendar integration
A personalized desktop dashboard combining Hebrew calendar data, zmanim, weather, email, and Google services for daily productivity.
One Prompt AI Book: can Gemini 2.5 write a book in a single prompt?
Testing whether Gemini 2.5's 65K token output limit can produce a full book from one prompt. Spoiler: Anthropic did it better.
The Jerusalem Odyssey: a 100-page AI-generated travel memoir from a single prompt
An experiment generating a 100+ page fictitious travel memoir with Sonnet 3.7 from a single prompt, featuring a magical talking sloth.
Bias and censorship evaluation tests for large language models
Test prompts and notes exploring cultural bias, censorship, and worldview differences across Western and Eastern large language models.
Weird AI Bots: a library of intentionally offbeat AI character configs
A collection of system prompts for intentionally weird and funny AI characters, designed for speech-to-speech platforms.
Two AIs Talk: what happens when you pit two AI agents against each other
A fun experiment setting up two AI agents with conflicting secret missions and watching them try to interrogate each other.
Vibe Code and Learn: a subagent model to avert AI feudalism
Planning notes for a multi-subagent system that turns AI code generation into structured learning opportunities, not just output.
Code Tutor Agent Model: using AI as a code tutor, not just a code monkey
Exploring the idea of using AI code generation tools not just to write code, but as structured tutors that teach you what they did and why.
Career Pivot AI: using AI to explore career transitions
An AI-powered tool built with Google AI Studio to help people explore and plan career pivots using Gemini's capabilities.
Mapping the multimodal AI landscape with a structured taxonomy
AI platforms make it hard to filter models by multimodal capabilities. I built an open-source taxonomy that maps which inputs produce which outputs.
Using Gemini's vision capabilities for body language analysis
I built a body language analysis app using Google AI Studio's vibe coding interface and Gemini's multimodal vision. Upload a photo, get expert-level analysis.
LLM Detective: an undercover AI agent that evaluates other LLMs
I built an AI agent that goes undercover to test other LLMs - probing for biases, guardrails, knowledge cutoffs, and behavioral patterns.
Non-code uses of Claude Code: a curated collection
Claude Code isn't just for writing software. I've been collecting projects that use it for research, writing, budgeting, therapy tracking, and more.
Which AI image generators can actually render Hebrew text?
I tested 12 text-to-image models on their ability to render Hebrew. Only 2 out of 12 got both test words right. Here are the results.
Building a machine-readable resume format for AI agents
Traditional resumes are built for human eyes. I created an open JSON schema that gives AI recruiters and screening agents structured, queryable candidate data.
Custom License Creator: an AI-powered tool for generating open source licenses
A Gradio web app that uses AI to recommend existing open source licenses or generate custom ones based on your requirements described in plain English.
Policy Visualiser: exploring global policy approaches with AI-powered clustering
An AI-powered React app that analyzes how different countries approach policy challenges, with interactive clustering visualizations powered by Gemini.
Voice Blog Creator: turning voice recordings into polished blog posts with Gemini
An automated pipeline that converts raw voice recordings into polished blog posts using audio preprocessing, Gemini transcription, and AI-powered formatting.
Voice Analyzer: an AI-powered voice analysis tool built with Gemini
A voice analysis application built with Google AI Studio and the Gemini API, exploring multimodal AI capabilities for audio processing.
Hebrew Date KDE Widget: dual calendar display for Plasma 6
A KDE Plasma 6 widget displaying both Gregorian and Hebrew calendar dates with sunset-aware transitions and multiple format options.
WhatsApp Export Unpacker: forensic-grade chat preservation with a web UI
A Python tool with a local web UI for extracting, reconstructing, and preserving WhatsApp chat exports with voice transcription and anonymization.
NFC Reader/Writer: a desktop GUI for reading and writing NFC tags on Linux
A PyQt5 desktop application for reading and writing NFC tags using the ACS ACR1252U reader on Linux, with batch writing and system tray integration.
Vendor agent CLIs: tracking first-party AI coding tools from model providers
A curated list of command-line AI coding tools maintained by the model vendors themselves, from Claude Code to Gemini CLI.
Jewish-interest MCP projects: connecting AI to Jewish texts and calendars
A small curated collection of MCP servers for accessing Jewish texts, libraries, and calendar data through AI agents.
Make Agent Friendly: preparing codebases for agentic development
A Claude Code plugin that systematically prepares human-built codebases for agentic AI development workflows.
Declaude: custom text rewriting rules for AI-generated content
A tool for maintaining personalized writing rules and vocabulary preferences, consolidated into a Claude Code slash command.
Ecosystem Mapper: an AI agent that visualizes technology landscapes
An experimental AI agent that discovers, categorizes, and visualizes technology ecosystems from a single keyword search.
Israel-related MCP servers: a curated list
A curated directory of Model Context Protocol servers providing access to Israeli data sources, government APIs, and services.
An index of Linux-friendly voice technology tools
A curated index of 100+ voice technology tools accessible to Linux desktop users, from real-time dictation to dev frameworks.
Audio multimodal AI: the models that understand sound, not just transcribe it
A curated resource list of multimodal AI models with native audio support — models that process audio tokens, not just transcribe.
Benchmarking speech-to-text on long-form audio
Comparing 8 STT models on a 27-minute podcast. Local Whisper wins on word accuracy, but cloud APIs dominate punctuation.
Does fine-tuning Whisper actually improve accuracy?
Evaluating whether fine-tuning Whisper improves transcription accuracy. Spoiler: it depends on model size and use case.
Fine-tuning Whisper on Modal's serverless GPUs
A script for fine-tuning OpenAI's Whisper speech recognition models using Modal's serverless GPU infrastructure.
Deepgram voice keyboard: a Linux virtual keyboard powered by Deepgram Flux
A voice-controlled Linux virtual keyboard using Deepgram's Flux turn-taking STT API, built in Rust.
ASR Training Data Collector: a GUI for gathering speech recognition training data
A GUI tool for collecting audio training data for ASR fine-tuning, with LLM-generated prompts and Hugging Face integration.
Cloud ASR MCP: multi-backend transcription via multimodal LLMs
An MCP server for audio transcription using multimodal LLMs like Gemini, GPT-4o Audio, and Voxtral — not traditional ASR.
Gemini Transcription MCP: audio transcription as an MCP tool
An MCP server that brings Gemini-powered audio transcription directly into Claude Code and Claude Desktop.
AI Transcription Notepad: multimodal cloud transcription for desktop
A desktop transcription app that sends audio directly to multimodal AI models for single-pass transcription and formatting.
Parakeet Dictation: on-device voice typing for Linux that actually works
A local voice typing app for Linux/Wayland using NVIDIA's Parakeet model. No cloud, no GPU, built-in punctuation.
Comparing Hebrew text-to-speech providers in 2025
A snapshot comparing Hebrew TTS quality across six providers, including voice cloning experiments via Replicate.
End of day worklog: voice-driven daily retrospectives with AI
A concept for capturing end-of-day work progress via voice memos, processing them with Gemini AI, and delivering morning briefings.
Peace in the Middle East: a multi-agent geopolitical experiment
An experiment using AI agents to simulate geopolitical dialogue between state actors, non-state actors, and civil society in the Middle East.
Claude tech research team: a multi-agent template for technology evaluations
A multi-agent system template for conducting comprehensive software and hardware technology evaluations using Claude Code.
AI Agent UN: simulating the General Assembly with AI diplomats
An experimental Model United Nations simulation where AI agents embody country positions, vote on resolutions, and analyze bilateral impacts.
Panel of Claudes: multi-perspective AI analysis through expert panels
An experimental multi-agent system that simulates expert panel discussions, analyzing complex topics through multiple analytical lenses.
AI Symposium 2026: simulating a conference with agentic personas
An experiment in perspective synthesis — using AI agents to simulate a conference where diverse personas deliver speeches on AI's impact.
Agent Junction: letting Claude Code instances talk to each other
An MCP server that lets multiple Claude Code sessions communicate via encrypted peer-to-peer messaging on localhost or LAN.
Visualising the symphony of agentic AI architecture
A framework-agnostic data model and interactive visualization mapping every layer of a production agentic AI system.
93 slash commands for managing a Linux desktop with Claude Code
A collection of 93+ slash commands for Claude Code CLI covering system admin, optimization, and configuration on Linux desktops.
Claude Code as a Linux server management tool
Another server management template for Claude Code, focused on general Linux server administration with 38 commands and 10 agents.
A Claude Code template for managing Proxmox servers
A template repo with 38 slash commands and 10 agents for managing Proxmox and home servers through Claude Code CLI.
Managing Home Assistant with Claude Code slash commands
A template repository with 20+ slash commands and 5 specialized agents for managing Home Assistant OS through Claude Code.
Evaluating GitHub repos systematically with Claude Code
A template repo that provides a structured workflow for evaluating and shortlisting GitHub repositories using Claude Code.
Taming chaotic filesystems with a Claude Code slash command
A deterministic slash command for Claude Code that transforms messy file structures into well-organized, maintainable systems.
Claude Agent Picker Pattern: smart subagent crew assembly for Claude Code
A pattern for intelligently assembling multi-agent crews in Claude Code while staying within context window limits.
Claude Business Idea Evaluator: systematic scoring for startup ideas
An AI-assisted framework for evaluating business ideas using the ICEC methodology — Impact, Confidence, Ease, and Contextual Suitability.
Claude Decision Evaluation Framework: seven analytical lenses for tough choices
A Claude Code framework that analyzes decisions through seven frameworks including SWOT, cost-benefit, and regret minimization.
Claude Deep Research Model: a pipeline pattern for thorough AI research
A structured model for conducting deep research with Claude Code, featuring pipeline configs, context management, and slash commands.
Claude Therapy Tracker: using repos for more than just code
A template for using Claude Code and git repos to track therapy sessions, mental health goals, and personal growth.
Claude Spec Starter: a template for spec-driven development with Claude Code
A repo template that transforms free-form project descriptions into organized specifications Claude Code can reliably parse.
A Claude Code diary and planner workspace for daily, weekly, and monthly planning
A Claude Code workspace template for workflow planning and time management with specialized agents for scheduling, goal tracking, and task triage.
Managing household budgets with Claude Code: a workspace template
A Claude Code workspace template for household budget management with specialized agents for expense analysis, goal tracking, and report generation.
An open source ADHD drug policy research workspace built on Claude Code
A real-world example of using a Claude Code research workspace template for ADHD drug policy research and advocacy.
Claude Think Tank: using a Git repo as a policy research environment
A Claude Code template that turns a Git repository into a structured policy research environment with specialized agents and workflows.
A writing workspace for Claude Code that respects your voice
A structured workspace template for writing projects with Claude Code, built around preserving authorial voice and systematic version control.
Claude Code as an Android device manager: the ADB workspace template
A version-controlled workspace template for managing Android devices through ADB with Claude Code CLI assistance.
Geopol Forecaster: a multi-agent system for geopolitical analysis
A proof-of-concept multi-agent system that gathers real-time news intelligence and generates scenario-based geopolitical forecasts from six analytical lenses.
Building a real-time rocket alert monitoring stack for Israel
A Docker microservices stack for monitoring Pikud HaOref red alerts with real-time maps, push notifications, AI sitreps, and Home Assistant integration.
The dazzling physics of the Iranian ballistic missile threat
Visualizing the speed, scale, and destructive physics of Iran's ballistic missile arsenal through data from the Promise Denied OSINT project.
Promise Denied: charting Iran's escalating strike campaign with open-source data
Charts and analysis from the Promise Denied OSINT project tracking four rounds of Iranian missile and drone strikes against Israel and coalition targets since April 2024.
Awesome Red Alerts: A Curated List of Pikud HaOref Open Source Projects
A curated awesome list of open-source community projects built around Israel's Home Front Command red alert system.
Claude Code Repos Index: 100+ Repositories Beyond Traditional Development
Introducing the Claude Code Repos Index — a curated directory of 100+ repositories exploring Claude Code as a multi-purpose agent workspace.
Constructing The Dataset Of Iran's Missile War Against Israel
An overview of Promise Denied, an open-source intelligence project documenting Iran's ballistic missile, cruise missile, and drone attacks against Israel.
Multi-Sensory Red Alert Automations for Home Assistant
A Home Assistant automation system that turns your smart home into a multi-sensory red alert notification system with PA announcements, RGB lights, and sirens.
Red Alert SOPs: Printable Preparedness Checklists for Life in Israel
A set of 15 printable standard operating procedures for red alert readiness in Israel, covering daytime and nighttime postures, siren responses, and emergency supplies.
Claude OS Playbook: Using Claude Code as an Ansible Replacement
A GitHub template that replaces Ansible playbooks with Claude Code slash commands and subagents for provisioning development environments conversationally.
Miklat MCP Data: A Community-Driven Shelter Geodata Pipeline for Israel
A community-maintained data pipeline that collects, structures, and validates Israeli public shelter geodata for the Miklat MCP server.
Miklat MCP: Helping AI Agents Find Public Shelters in Israel
An MCP server that enables AI agents to locate public bomb shelters (miklatim) in Israel, starting with 198 shelters in Jerusalem.
Miklat MCP: An MCP Server for Finding Public Shelters in Israel
An MCP server that enables AI agents to help users find public bomb shelters (miklatim) in Israel, starting with 198 shelters in Jerusalem.
Digital Evidence Toolkit: A Curated Guide to Collecting and Preserving Digital Evidence
A curated collection of tools and guides for gathering, preserving, and authenticating digital evidence, from capture through chain of custody.
Whisper Hebrish: A Code-Switching ASR Fine-Tune for English-Hebrew Speech
How I fine-tuned OpenAI's Whisper to handle English-Hebrew code-switching, the natural language mixing that happens when immigrants blend two languages mid-sentence.
Claude Agent Workspace Model: Reimagining the Repository as an Agentic Workspace
A reference model that defines how to structure repositories as Claude Code workspaces for non-code work like research, business operations, personal development, and home management.
Version-Controlling My Home Folder CLAUDE.md
A repository for version-controlling the home-level CLAUDE.md configuration file that shapes how Claude Code behaves as a system administrator on my Linux workstation.
Claude OS Sync Agent: Hardware-Aware Environment Synchronization with AI
A bash wrapper over Claude CLI that intelligently syncs packages, configurations, and dotfiles between a desktop workstation and laptop, with hardware-aware decision making.
Claude Code Projects Index: 75+ Agent Workspace Blueprints Beyond Traditional Coding
A curated index of 75+ Claude Code projects and agent workspace templates spanning sysadmin, legal, health, finance, and more.
Claude Code Writing Squad: A Multi-Agent Editing Pipeline
A multi-agent writing system where seven specialized Claude Code agents process text sequentially, from typo correction through SEO optimization, producing polished professional content.
Home Assistant for Israeli and Jewish Users: A Resource List
A curated list of Home Assistant integrations for Israeli and Jewish users, covering Shabbat times, red alerts, weather, and more.