Draw Any Shape, Hear It as a Drum: Eigendrum Makes Spectral Geometry Playable
Open a browser tab, draw a shape, click it, and hear the exact drum sound that shape would make — no samples, no AI, just finite-element physics in your browser.
BY JASON EAD
Easy Mode articles
Broad AI coverage, interesting tools, and practical ideas from Be Your Evolution.
Published articles
71 articles
eSheep: Put the 1995 Desktop Sheep Back on Your Screen in Under 30 Seconds
Remember the little sheep that wandered across your Windows 95 desktop? It is back -- free, open-sourced, download-and-run. No install, no terminal, no instructions needed.
genact: The Open-Source Tool That Fakes 20 Terminal Tasks to Make You Look Busy
With 12,000+ GitHub stars and zero install required, genact runs 20 fake terminal modules - cargo builds, kernel compiles, crypto mining - in your browser or with a double-click. It…
Inside Meta Muse Glimmer: How Meta Fit a 30B Agentic Coding Model Onto a 24GB GPU
Meta open-sourced Muse Glimmer: a 30B Apache-2.0 agentic coding model compressed from 55GB to ~17GB via 4-bit K-Quant, accelerated by a DFlash block-diffusion drafter, and shipped as open weights for…
Convert Any Office Document to Markdown in 3 Lines of Python with Anydoc
One function call converts Word, PowerPoint, Excel, PDF to clean Markdown for LLM processing in single-digit milliseconds.
Give Your AI Agents a Real Voice with Qwen Audio Agent Runtime
An open-source realtime voice runtime that lets AI agents talk, listen, interrupt, and call tools mid-conversation — without going silent. Install in one npm command.
Record a Screen Session Once and Generate Reusable AI Skills with Skill Recorder
Do the task once. Skill Recorder watches, Copilot reconstructs, and you get a reusable SKILL.md any agent can follow.
Deploy a Self-Hosted SSO Identity Provider With authentik and Docker Compose
Replace per-user SaaS SSO pricing with authentik, an open-source identity provider that runs on a single VPS with Docker Compose. This guide walks through installation, protecting your first app with…
Google’s AI Leadership Shakeup: Hassabis Ascends, Departs Form Discovery Loop
Google's AI leadership shakeup sees Demis Hassabis becoming Chair of DeepMind and Alphabet Chief Scientist while Jeff Dean departs to form Discovery Loop, signaling a strategic split between AGI pursuit…
Run a Local TTS Server That Clones Your Voice From a 10-Second Audio Clip
Difficulty: Beginner • Category: Skill Showcase Imagine typing a sentence your mouth has never formed, hitting Enter, and a few seconds later hearing your own voice read it back —…
Turn 100 Messy PDFs Into a Searchable Local Wiki With Synthadoc
You downloaded 100 PDFs. A course pack, maybe a textbook set, a stack of research papers, a decade of archived reports. You swore you’d read them. You swore you’d organize…
Set Up GitHub Auth in 3 Commands: HTTPS Tokens, SSH Keys, and CLI Login
Every Developer Hits This Wall You clone a repo. You make a commit. You git push — and GitHub wants credentials. Maybe it asks for a password (which no longer…
HuggingFace’s speech-to-speech Pipeline: A Fully Open Voice Agent You Can Swap
HuggingFace's speech-to-speech pipeline gives a production voice assistant (VAD, STT, LLM, TTS) from open models. Every stage is swappable via CLI flags, it speaks the OpenAI Realtime protocol, and it…
openmed vs. The Old Way: Spoiler — openmed Wins
Cloud medical APIs made clinical AI easy but expensive and privacy-risky. openmed v2.0 changes the game: 2,000+ models, zero data egress, runs on your phone. Here is why the old…
DeepSeek-V4-Flash-0731: A 304B MIT-Licensed Model with Built-In Speculative Decoding (HUH?)
DeepSeek's July 31 release delivers a 304B MIT-licensed MoE model with built-in DSpark speculative decoding. Beats its Pro predecessor on agentic benchmarks, runs locally via GGUF — no separate draft…
Kimi K3: The First Open 3T-Class Model Changes What’s Possible Locally
Moonshot AI's Kimi K3 drops a 2.8T MoE with 1M context and agentic capabilities — all open weights. Why the 104B activated count matters more than the headline number.
CustCuts: Turn Repetitive Windows Tasks Into a Keyboard Shortcut
Built by Jason Ead, CustCuts turns repetitive Windows routines into global hotkeys for text snippets, applications, websites, and folders. It is free for personal and educational use.
Is Your AI Agent Drunk?
A polished answer can hide loops, bad tool calls, unsafe permissions, and wasted money. Learn to evaluate the agent's entire execution path.