Best Practices for Building Agentic AI Systems: What Actually Works in Production - UserJot
Real patterns for building AI agent systems that don't fall apart. Two-tier architectures, stateless design, orchestration strategies, and what we learned building UserJot's agent infrastructure.
Do things that don’t scale, and then don’t scale
There’s an old startup mantra — probably from the early Airbnb or Y Combinator days — that goes: “Do things that don’t …
What's the strongest AI model you can train on a laptop in five minutes?
What’s the strongest model I can train on my MacBook Pro in five minutes? I’ll give the answer upfront: the best 5-minute model I could train was a ~1.8M-param…
I didn’t plan to write this post. I was going to blog about Agent Experience, the new concept coined by my former boss, Matt Biilmann, CEO of Netlify (I think we are on great terms so I can write this haha). I opened up netlify.com to link it and too...
Effortlessly generate a context block to quickly paste into any AI chat. Works on any OS, from any editor. Removing the friction between your project/repo and AI. This is not meant to replace Agent software.
GitHub - apple/embedding-atlas: Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata. - apple/embedding-atlas
High-level visual representations in the human brain are aligned with large language models - Nature Machine Intelligence
Doerig, Kietzmann and colleagues show that the brain’s response to visual scenes can be modelled using language-based AI representations. By linking brain activity to caption-based embeddings from large language models, the study reveals a way to quantify complex visual understanding.
Wanting to use your personal or organizational data in AI workflows, but it's stuck in PDFs and other document formats? Docling is here to helpDocling is an ...
What Is Docling? Transforming Unstructured Data for RAG and AI
Ready to become a certified Architect - Cloud Pak for Data? Register now and use code IBMTechYT20 for 20% off of your exam → https://ibm.biz/BdeXNRLearn more...
Ivan Fioravanti built this Python CLI script for running the Qwen/Qwen-Image image generation model on an Apple silicon Mac, optionally using the Qwen-Image-Lightning LoRA to dramatically speed up generation. Ivan …
Disney Scraps Deepfake Dwayne Johnson After Lawyers Panic About The Public Domain
Disney spent 18 months negotiating to create a digital version of Dwayne Johnson for the live-action Moana film. Johnson agreed. The technology was ready. Then Disney’s lawyers killed the who…
ChatGPT 5 was released today.
ChatGPT-maker OpenAI has unveiled the long-awaited latest version of its artificial intelligence (AI) chatbot, GPT-5, saying it can provide PhD-level expertise. Billed as “smarter, faster, and more useful,” OpenAI co-founder and chief executive Sam Altman lauded the company’s new model as ushering in a new era of ChatGPT. “I think having something like GPT-5 would be pretty much unimaginable at any previous time in human history,” he said ahead of Thursday’s launch. GPT-5’s release and claims of its “PhD-level” abilities in areas such as coding and writing come as tech firms continue to compete to have the most advanced AI chatbot.
Model Context Protocol (MCP) has became the standard for tool calling when building agents, but contrary to popular belief your LLM does not need to understand MCP.
OpenAI just released its first ever open-source large language models, called gpt-oss-120b and gpt-oss-20b. You can talk to them here. Are they good models…
Zenity Labs describe a classic lethal trifecta attack, this time against Cursor, MCP, Jira and Zendesk. They also have a short video demonstrating the issue. Zendesk support emails are often …
GPT-5: Key characteristics, pricing and model card
I’ve had preview access to the new GPT-5 model family for the past two weeks (see related video) and have been using GPT-5 as my daily-driver. It’s my new favorite …