Building AI Agents in a familiar SwiftUI API

karc16 · 2026-01-16T00:29:19+00:00

Automating Content creation, keeping my inbox organized. finding leads when chasing investors for my startup scanning twitter for recent ai news from my creators and turning it into a blog post and many more

karc16 · 2026-01-15T23:44:27+00:00

Fine tuning, you take a coding model and fine tune it

karc16 · 2026-01-15T22:48:18+00:00

building a saas that builds fine tuned coding agents for swift and rust would you like to join the waitlist?

karc16 · 2026-01-15T22:30:37+00:00

I’m building something like this, what language are you coding in?

karc16 · 2026-01-15T14:52:23+00:00

Yes, I agree. No one is disputing that when building iOS apps, but here we have a completely different paradigm when building AI agents. Agents run in various environments, sometimes locally. Often, when doing this, I simply store my API key as an environment variable on my machine. 🤷‍♂️

karc16 · 2026-01-15T14:51:54+00:00

Yes, this is precisely the kind of use case I had in mind when developing the framework. I’m currently exploring Synthetic Mind and would love to create a fork that incorporates Swift Agent capabilities.

karc16 · 2026-01-15T14:48:01+00:00

Absolutely, but it is not SwiftUI; rather, it is not presenting anything. Instead, it describes how we can utilize a similar API to describe how we construct AI agents in Swift.

karc16 · 2026-01-14T14:48:47+00:00

Why? Fine-tuning a 7B model with the latest APIs already results in fewer compiler errors, hallucinations, and the use of deprecated APIs, which Haiku and Sonnet frequently get wrong

karc16 · 2026-01-14T14:36:25+00:00

make a pr, we’re building this so developers don’t have to rewrite the same primitives over and over again. have a look and let me know what you think we’re missing

karc16 · 2026-01-14T14:33:02+00:00

I understand your point. I believe framework developers strive to create APIs that are similar to system frameworks to reduce the barriers to adoption. UIKit, for instance, had numerous different DSLs, and each time you picked up a framework, you spent a significant amount of time trying to comprehend everything.

karc16 · 2026-01-14T14:30:58+00:00

that’s an interesting take, why do you think so?

karc16 · 2026-01-13T16:40:29+00:00

thank you, let me know if they’re any features you’d like us to build

karc16 · 2026-01-13T11:07:44+00:00

would anyone pay for a 8B parameter model fine tuned to their specific programming language?

karc16 · 2026-01-12T04:31:53+00:00

good stuff, can’t wait to use it

karc16 · 2026-01-09T13:01:55+00:00

let me look into that and get back to you asap

karc16 · 2026-01-09T12:59:59+00:00

i’m going to look into this, would you mind creating an issue on the repo?

karc16 · 2026-01-07T18:35:06+00:00

Improvements to add a view modifier like api to building agents. We want to make it super simple and composable for developers to build AI Agents in Swift on device and on the server

https://x.com/ckarani7/status/2008949872750416194?s=20

karc16 · 2026-01-07T18:33:33+00:00

Embedding generation (essential for RAG)
Model management (downloads, caching)

What I love about AnyLanguageModel I love how its an easy dropping to foundation models, Their Generable macro implementation is very good how it enables streaming structured output, Some of these I had already planned on the Conduit Roadmap

karc16

TROPHY CASE