CommunityNews

CommunityNews

Building an internal agent: Code-driven vs LLM-driven workflows

When I started this project, I knew deep in my heart that we could get an LLM
plus tool-usage to solve arbitrarily complex workflows.
I still believe this is possible, but I’m no longer convinced this is
actually a good solution. Some problems are just vastly simpler, cheaper,
and faster to solve with software.
This post talks about our approach to supporting both code and LLM-driven
workflows, and why we decided it was necessary.

Read in full here:

Where Next?

Popular Ai topics Top

AstonJ
Well done DeepMind… wonder what else they’re working on… One of biology’s biggest mysteries has been solved using artificial intelligen...
New
New
First poster: bot
Kicking off another busy Spring GPU Technology Conference for NVIDIA, this morning the graphics and accelerator designer is announcing th...
New
First poster: bot
Within the decade, Google aims to build a useful, error-corrected quantum computer. This will accelerate solutions for some of the world’...
New
First poster: CommunityNews
Imagine you’re sitting at a casino’s poker table. Someone has explained the basic rules to you, but you’ve never played before and don’t ...
New
First poster: bot
DeepMind AI predicts incoming rainfall with high accuracy. Having flexed its muscles in predicting kidney injury, toppling Go champions ...
New
CommunityNews
We present Imagen, a text-to-image diffusion model with an unprecedented degree of photorealism and a deep level of language understandin...
New
First poster: brennan
It’s Not a Hypothetical, I’ve Already Lost My Job to AI For The Last Year
New
New
First poster: alvinkatojr
Open-source AI coding agent for your terminal. Engineered around DeepSeek’s prefix-cache. MCP first-class · plan mode · MIT.
New

Other popular topics Top

PragmaticBookshelf
Stop developing web apps with yesterday’s tools. Today, developers are increasingly adopting Clojure as a web-development platform. See f...
New
Exadra37
I am thinking in building or buy a desktop computer for programing, both professionally and on my free time, and my choice of OS is Linux...
New
Margaret
Hello everyone! This thread is to tell you about what authors from The Pragmatic Bookshelf are writing on Medium.
1147 29994 760
New
husaindevelop
Inside our android webview app, we are trying to paste the copied content from another app eg (notes) using navigator.clipboard.readtext ...
New
First poster: bot
zig/http.zig at 7cf2cbb33ef34c1d211135f56d30fe23b6cacd42 · ziglang/zig. General-purpose programming language and toolchain for maintaini...
New
PragmaticBookshelf
Leverage Elixir and the Nx ecosystem to build intelligent applications that solve real-world problems in computer vision, natural languag...
New
AnfaengerAlex
Hello, I’m a beginner in Android development and I’m facing an issue with my project setup. In my build.gradle.kts file, I have the foll...
New
PragmaticBookshelf
A masterclass in the fundamentals and principles of functional programming. Minh Quang Tran The Art of Functional Programming is a ma...
New
AstonJ
This is a very quick guide, you just need to: Download LM Studio: https://lmstudio.ai/ Click on search Type DeepSeek, then select the o...
New
PragmaticBookshelf
This book forgoes the abstract and instead provides concrete examples to help you better leverage the unique properties of Elixir, Erlang...
New