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Makeroom

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A small rag-tag assortment of makers, engineers and designers sharing mentoring, support and projects to work on at any stage in their career.

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Welcome to the Makeroom installation of Storyden!

This acts as a live demo of Storyden's forum and library software. On this site you'll find a curated collection of web and design resources as well as anything our members share.

Feel free to participate, this may be a demo but it's never wiped. That being said, Storyden is in active development and we encourage you to experiment respectfully as well as report any security issues you find to @Southclaws or by opening an issue.

Have an amazing day!

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language-models

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Language Models

A curated collection of language model (LLM) tooling, services, libraries and resources.

An interesting read to get your neurons firing:

name
link
description
E2B | The Enterprise AI Agent Cloud
e2b.dev
E2B Gives AI Agents Secure Computers with Real-World Tools. E2B is Used by 88% of Fortune 100 Companies for Frontier Agentic Workflows.
Prime Intellect - The Open Stack for Self-Improving Agents
www.primeintellect.ai
The compute and infrastructure platform for you to train, evaluate, and deploy your own agentic models.
LLM Gateway
llmgateway.io
Use any model, from any provider — with just one API.Route, manage, and analyze your LLM requests across multiple providers with...
Computer Human Interaction
computerhumaninteraction.com
Let your agents prompt users during workflows — CHI provides the UI to collect the structured input they need. No code is...
I Turned Claude Into an AI Barista Controlling My Espresso Machine — Julian Leopold
julianleopold.com
A practical guide to building an MCP (Model Context Protocol) server that integrates Claude with espresso machine operations...
We have Mythos at Home: GLM 5.2 beats Claude in our Cyber Benchmarks
semgrep.dev
Research benchmark comparing open-weight and frontier AI models on vulnerability detection. GLM 5.2 outperformed Claude Code by 7 points on IDOR detection at 1/6 the cost, demonstrating that open-weight models are becoming viable alternatives for security applications.
Sakana AI — Nature-Inspired Foundation Models
sakana.ai
Sakana AI is an AI research laboratory based in Tokyo, Japan, dedicated to building next-generation foundation models through...
GPT-5.5 Hallucination Performance vs. MIT-Licensed GLM-5.2
news.ycombinator.com
Discussion on Hacker News examining whether larger language models necessarily hallucinate more and if scaling laws have plateaued.
Probing LLMs Instead of Generating
blog.j11y.io
This article describes a technique for using LLMs as classifiers by extracting hidden states rather than generating text. The...
smfs - Supermemory File System
smfs.ai
A real filesystem abstraction for AI memory with a single binary. No SDK or vector database required - simple persistent storage for LLM context and memory.
Build Your Private AI Screenshot Organizer with LMStudio
ahmadosman.com
A practical guide to building a local, privacy-first screenshot organizer using LMStudio’s Python SDK and Gemma 3 multimodal...
Open Responses – Multi-Provider LLM Specification
www.openresponses.org
An open-source specification and ecosystem for building multi-provider, interoperable LLM interfaces. Enables builders to work with different AI providers using a unified schema, streaming events, and tool integration.