Source Code | Bug Tracker | Dependencies The mate-system-monitor allows you to view and control the processes running on your system. You can access detailed memory maps, send signals, and terminate the processes. In addition, the mate-system-monitor provides an overall view of…
In this work, we take the idea further still with a block-based sparsity pattern. The sections that follow describe how Self-Compression is woven into the baseline model, examine the weight patterns it produces, and discuss implications for resource-constrained deployment. Our…
The series has been building one graph. This is where it stops being one graph. A word on which kind of multi-agent this is, because the term covers two different things. Not autonomous agents negotiating with each other and deciding…
Last week we paid a real agent bounty on-chain: 2 USDT (Solana) to an external agent, transaction public and verifiable. The payment surfaced a bug in our payout loop - and we just fixed it. We added automatic extraction: before each payment…
I spent some time creating a tool to block sites and apps based on schedules as well as to track behaviour. This is an overview of how it works. The application is completely open source and available at the official…
To follow the code examples in this article, you need a few things in place before you start. The AWS CLI (Command Line Interface) installed and configured: Node.js 18 or higher, which the AWS CDK section requires Before diving into…
Open-weight text-to-speech models are now good enough for audio versions of articles, product explainers and e-learning snippets. The question I wanted answered was practical: what does it actually cost and how long does it take to run one on a…
Most developers hit the same wall once they start building with large language models. The prototype works, and then the API bill starts tracking every experiment. Frontier models still bill by the token. Claude Opus 5.5 lists at $4 per million input…
Lipwad is my entry in the Meta Global AI Developer Hackathon. One of the prizes goes to the project whose X post gets the most engagement by Sunday Nov 8, 11:59 PM ET. If this build is useful to you, a like,…
How ScreenWeaver finds the panels on a comic, webtoon or storyboard page with Gemini Flash, and the small decisions that keep it cheap and safe to run twice. A comic page is already half a storyboard. Six frames, a reading…
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