Yesterday
- Anthropic released Claude Opus 4.5 this morning, which they call “best model in the world for coding, agents, and computer use”. This is their attempt to retake the crown for …
- November 24, 2025 It’s been wild to see the arc of AI bend so powerfully towards software development. I’m not sure that, in the summer of 2024, anybody was sitting around saying, wow, one of the chief problems facing the world today is the difficulty of producing lines...
- We’re thrilled to announce our new online course: AI & Design Systems! You can preorder the course now for $500. Generative AI is here, it’s increasingly powerful, and…it can make a huge mess. Thankfully, design systems deliver quality UI infrastructure and […]...
This week
- A step-by-step practical guide on building AI agents using Gemini 3 Pro, covering tool integration, context management, and best practices for creating effective and reliable agents....
- I’ve been catching up on the topic of memory management for AI agents recently and was overwhelmed by the amount of new terminology and concepts. This blog post serves as my working study notes to collect all the information on memory for agents. Therefore, please note that this...
- I’ve been on the road in Europe for the last couple of weeks, and while I was there Thoughtworks released volume 33 of our Technology Radar. Again it’s dominated by the AI wave, with lots of blips capturing our explorations of how to use LLMs and similar technology. “Agents” are...
- A comprehensive guide on best practices for prompting Gemini 3, focusing on clarity, structure, reasoning, and agentic tool use to maximize model performance across various domains....
Last week
- I recently added a bunch of app icons from macOS Tahoe to my collection. Afterwards, I realized some of them were missing relational metadata. For example, I have a collection of iMove icons through the years which are related in my collection by their App Store ID. However, the...
- For the first year or so, one of the most annoying problems faced by building with AI was getting them to generate output with consistent formatting. Go find someone who was working with AI in 2023 and ask them what they did to try to get LLMs to consistently output JSON. You’ll...
Two weeks ago
- You might have seen an article making the rounds this week, about a young man who ended his life after ChatGPT encouraged him to do so. The chat logs are really upsetting. Someone two degrees removed from me took their life a few weeks ago. A close friend related the story to...
- by Dylan Huang on November 7, 2025From fixed-shape compute to variable-shape, memory-coupled inference For years, production ML looked like images or fixed-duration signals—tight, predictable tensors. You sized for FLOPs, picked a batch size, and rode the throughput curve. LLMs...
- Learn how to use the Gemini API File Search tool with JavaScript/TypeScript to build a Retrieval-Augmented Generation (RAG) system....
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