Chris Karani
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chriskarani.bsky.social
Chris Karani
@chriskarani.bsky.social
Building the Future

https://bebop.cash
fair play, wish there was some of these elements in African policy making
January 16, 2026 at 1:53 AM
soon e’ll have AI Relationships. can’t wait
January 16, 2026 at 1:44 AM
You actually get better results when you use a polite tone rather than a frustrated tone. Anthropic released a paper on this
January 16, 2026 at 1:42 AM
Serger Brin said that if you threaten the AI it gives better results, pretty wild
January 16, 2026 at 1:42 AM
🦑 Conduit

One API for all LLM providers:

• MLX (on-device, private)
• Claude, GPT-4, HuggingFace (cloud)
• Foundation Models (iOS 26)
• Ollama (local server)

```swift
let response = try await provider.generate(
"Hello",
model: .llama3_2_1B
)
```

github.com/christopherkarani/Conduit
GitHub - christopherkarani/Conduit: Unified Swift SDK for LLM inference across local and cloud providers 💫
Unified Swift SDK for LLM inference across local and cloud providers 💫 - christopherkarani/Conduit
github.com
January 6, 2026 at 8:43 PM
Build AI agents with @Tool macros:

```swift
@Tool("Search the web")
struct SearchTool {
@Parameter("Query")
var query: String

func execute() async throws -> [String] {
try await performSearch(query: query)
}
}
```

github.com/christopherkarani/SwiftAgents
GitHub - christopherkarani/SwiftAgents: Langchain but for swift 🐦‍🔥
Langchain but for swift 🐦‍🔥. Contribute to christopherkarani/SwiftAgents development by creating an account on GitHub.
github.com
January 6, 2026 at 8:43 PM