Published on: 2025-07-07 02:33:44
The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use 2025-05-15 by Philip Zeyliger My co-workers and I have been working on an AI Programming Assistant called Sketch for the last few months. The thing I've been most surprised by is how shockingly simple the main loop of using an LLM with tool use is: def loop(llm): msg = user_input() while True: output, tool_calls = llm(msg) print("Agent: ", output) if tool_calls: msg = [ handle_tool_call(tc) for tc in tool_calls ] else: msg = us
Keywords: agent llm loop sketch tool
Find related items on AmazonPublished on: 2025-07-07 12:33:44
The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use 2025-05-15 by Philip Zeyliger My co-workers and I have been working on an AI Programming Assistant called Sketch for the last few months. The thing I've been most surprised by is how shockingly simple the main loop of using an LLM with tool use is: def loop(llm): msg = user_input() while True: output, tool_calls = llm(msg) print("Agent: ", output) if tool_calls: msg = [ handle_tool_call(tc) for tc in tool_calls ] else: msg = us
Keywords: agent llm loop sketch tool
Find related items on AmazonPublished on: 2025-08-12 18:48:20
Graphics livecoding in Common Lisp Tags: lisp programming artsy Some Lisps, like Common Lisp, have a powerful feature that tends to go underappreciated amidst all the talk about macros: the ability to recompile your program while it's running, without restarting it. For the purposes of this post, and because it sounds cool, let's call this ability livecoding. Entering this strange land where the programs never stop, we'll first take a brief tour of Common Lisp and one of its graphics framewor
Keywords: boid boids pos sketch velocity
Find related items on AmazonPublished on: 2025-08-13 04:48:20
Graphics livecoding in Common Lisp Tags: lisp programming artsy Some Lisps, like Common Lisp, have a powerful feature that tends to go underappreciated amidst all the talk about macros: the ability to recompile your program while it's running, without restarting it. For the purposes of this post, and because it sounds cool, let's call this ability livecoding. Entering this strange land where the programs never stop, we'll first take a brief tour of Common Lisp and one of its graphics framewor
Keywords: boid boids pos sketch velocity
Find related items on AmazonPublished on: 2025-09-06 20:41:19
Back in December, the iPhone gained a new Image Playground app powered by Apple Intelligence, and that app just got a welcome upgrade in iOS 18.4 thanks to a newly added feature for image creation. Sketch completes trio of Image Playground styles Apple Intelligence is an umbrella term covering a wide array of different features. iOS 18.2 brought some of the most exciting features to date with ChatGPT integration, Genmoji, and Image Playground. If you’re into AI image generation, Image Playgro
Keywords: 18 apple image playground sketch
Find related items on AmazonPublished on: 2025-10-12 09:31:53
Sketch-Programming: A Minimalist Paradigm for Code Design (LLM transpiler) Ideas, concepts, tools and examples of sketch programming using LLM Overview Sketch-programming (or simply "Sketch") is a revolutionary approach to writing software that prioritizes simplicity, readability, and expressiveness. Unlike traditional programming languages or frameworks, Sketch is not a specific language but a meta-programming paradigm—a set of principles, conventions, and syntax patterns designed to abstrac
Keywords: add count language programming sketch
Find related items on AmazonPublished on: 2025-10-17 15:35:34
In the comments on my recent post on books on the history of maths Fernando Q. Gouvêa jumped in to draw attention to the book Math Through the Ages: A Gentle History for Teachers and Others, which he coauthored with William P. Berlinghoff. I had not come across this book before, as I noted in my post I gave up reading general histories of maths long ago, so, I went looking and came across the following glowing recommendation: “Math Through the Ages is a treasure, one of the best history of math
Keywords: authors book history sketch work
Find related items on AmazonPublished on: 2025-11-12 17:01:20
Today Apple released the first developer beta for iOS 18.4. In early December, iOS 18.2 introduced the new Image Playground app, and now it’s getting better with an iOS 18.4 enhancement. Sketch completes trio of Image Playground styles iOS 18.2 brought some of the most highly anticipated Apple Intelligence features to date, including ChatGPT integration, Genmoji, and Image Playground. Image Playground lets users create original images just by typing a description. You can use the tool in its
Keywords: 18 image ios playground sketch
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