The Autonomous Paradox In 2026, we’ve moved past simple chatbots. We are building Production-Grade RAG pipelines and autonomous agents that can plan, execute, and iterate. But as an architect, I’ve noticed a glaring hole in our "Agentic" future: Identity Sprawl. We are giving agents non-human identities (NHI) with "Full Admin" permissions just to ensure the RAG works smoothly. We are effectively
If this is useful, a ❤️ helps others find it. All tests run on an 8-year-old MacBook Air. Waiting 5 seconds for an AI response with no feedback feels broken. Streaming fixes this — tokens appear as they're generated, just like ChatGPT. Here's how to wire Gemini streaming into a Tauri app so the response appears word by word in your UI. Replace :generateContent with :streamGenerateContent: POST /v1
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LibreFang 2026.4.27 Released LibreFang v2026.4.27 ships the changes below. See the full changelog for the complete list. TUI setup wizard now offers microsoft, zai, zai_coding, volcengine, volcengine_coding, byteplus, byteplus_coding alongside the existing first-run options. The wizard's PROVIDERS list had drifted from PROVIDER_REGISTRY and silently hid these from new installs; a unit test now p
If this is useful, a ❤️ helps others find it. Everything I keep looking up when building Tauri v2 apps — in one place. // Define #[tauri::command] fn greet(name: String) -> String { format!("Hello, {}!", name) } // With error handling #[tauri::command] fn read_file(path: String) -> Result { std::fs::read_to_string(path).map_err(|e| e.to_string()) } // Async #[tauri::command] async fn fet
The repo is finally unlocked. enjoy the party! The fastest repo in history to surpass 100K stars ⭐. Join Discord: https://discord.gg/5TUQKqFWd Built in Rust using oh-my-codex.
A practical look at using tower as the middleware layer for Rust AWS Lambda functions, with examples that build up to a DynamoDB-backed per-IP rate limiter. It covers Service, Layer, stack ordering, short-circuiting, boxed async futures, and testing middleware without deploying a Lambda. Comments