Lean Rea is an 8 KB skill file that matched REA’s accuracy on four reverse-engineering tasks while using 38% less wall time and 35% less money. It has no MCP server, no tool definitions and no npm package. Its author ran the benchmark on one Mac, with one model, three times per task. That is
Lean Rea: 8 KB Skill That Replaces REA Read More »
The 2023-2026 literature does not support the alarming headline that AI is rotting people’s brains, and it does not support the reassuring headline that AI is a neutral productivity tool. What it supports is narrower and more useful: unstructured, substitution-style AI use reliably weakens the cognitive engagement that produces durable learning, while structured, scaffolded AI
Generative AI, Critical Thinking, Memory and Learning Read More »
Most problems with running TikTok LIVE from a desktop are not software problems. They come from mixing three separate jobs: preparing the broadcast, organizing accounts and media, and handling the audience while you are live. TKLive is a paid desktop app for Windows and macOS that puts all three in one workspace. This article explains
TKLive: TikTok LIVE Desktop Workspace for OBS Read More »
Most photographers own a kit worth thousands, and most of them track it the same way: a spreadsheet nobody updates, receipts scattered across email, and a memory of who borrowed what. That is the real state of camera gear inventory management for a lot of working shooters. Picture it. One spreadsheet row reads “Sigma 35,
GearDex: Camera Gear Inventory and Shoot Planning Read More »
Most document chat tools make the same bet: embed every chunk with one model, put the vectors in a store, and trust semantic similarity to find the answer. That bet often fails on the questions people actually ask, which name a specific invoice number, a person, a product or a literal phrase. Dense embeddings tend
Documetro: Hybrid Retrieval Document Chat Read More »
There is a project on GitHub whose name is a straight promise: REA, short for Reverse Engineer Anything. The pitch of REA reverse engineering is easy to state and a little unsettling to sit with. You see a feature in an app you like, you do not have the source code, and you ask your
REA: Reverse Engineer Anything With AI Agents Read More »
Image-to-3D AI will not hand you a finished game asset, but it can get you a textured first draft in minutes instead of days. Knowing how it works, and where it breaks, is what separates a useful draft from a wasted afternoon. The expensive part of 3D has never been the software licence. It is
Trellis 3D: Image to 3D Model in Your Browser Read More »
Serving a language model costs money in four distinct currencies — input and output tokens billed in dollars, GPU memory, throughput (tokens per second), and latency (time to first token and time per token). A savings figure is meaningless unless it names which of those it is measured in, and the techniques below are not
Making a Language Model Cheap to Serve in Production Read More »
Here’s a problem everybody who records themselves knows. You write a script. Good script. Then you press record and suddenly you’re looking down at your notes like you’re reading a grocery list, and the whole video dies right there. An iPhone teleprompter app exists precisely for this, and Read to Camera is one of the
Read to Camera: iPhone Teleprompter Guide Read More »
What don’t the people who make desktop operating systems understand about how we actually work? Novastart is an infinite canvas OS, and the idea behind it is embarrassingly simple once you hear it. Your screen is not your workspace. Your screen is a window into your workspace. The workspace itself goes on forever. Think about
Novastart: An Infinite Canvas OS for Apps and AI Agents Read More »
