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Latest Articles
A RAG chatbot on your company knowledge base: what it is and when it pays off
25+ min ago (806+ words) The request I hear most often this year sounds the same every time: "We want a bot that answers from our documents and does not make things up." The technical name is RAG, retrieval-augmented generation. Below, without jargon: what it…...
Context aware Spring AI chat microservice
15+ min ago (360+ words) By default, Large Language Models (LLMs) are completely stateless. Every API call you make to Google Gemini is treated like a first-time introduction. If a user says "My name is Alex" in request one, and "What is my name?" in…...
AuK - sgl-project.github.io
3+ day, 19+ hour ago (427+ words) AuK and AuK-Flash support instruction-driven speech generation and editing. They share a four-stage pipeline: preprocessing → conditioning → DiT sampling → VAE decoding. AuK-Flash is the DMD-distilled four-step recipe. The released checkpoints use: Frozen Qwen2.5-Omni-3B Thinker, text and audio only Flux-style MMDiT: 10 double-stream…...
The 3 Scaling Laws of AI: From Training More to Thinking More
28+ min ago (277+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai....
Riverbot 3 Agnost: AI Agent Personhood Engine with Agnostic Constraints on Digital Reality.
4+ hour, 38+ min ago (14+ words) YouTube...
RTK: A High-Performance Rust CLI Proxy That Slashes AI Agent Token Costs
31+ min ago (16+ words) Eliminating Terminal Bloat: Meet RTK (Rust Token Killer) As developers increasingly... Tagged with ai, opensource, programming....
Why Your.NET MCP Tool Classes Crash at Runtime (And the Two-Line Fix)
42+ min ago (335+ words) If you're building MCP servers in.NET with instance-based tool classes — the kind that take ILogger, HttpClient, or a repository through constructor injection — there's a good chance you've already hit this at runtime: No warning at startup. No compile-time error....
Standard JSON Schema vs JSON Schema
31+ min ago (660+ words) Describing JSON with JSON - what can be better? This is what JSON Schema is: Hey, everybody knows this! Tell us about Standard JSON Schema instead!!! Even if you don't know JSON Schema or have never written it yourself, it's a…...
Chat File Consent Needs a Request Snapshot, Not a Sticky Include Checkbox
59+ min ago (1027+ words) I tabbed onto Retry after a sluggish timeout, and VoiceOver still described the composer as empty. The Network panel told a much less comforting story about that same impatient retry click I made. The retry had posted my unsaved buffer,…...
Price AI Coding Lanes With Rollback Hours, Not Token Stickers
59+ min ago (966+ words) A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen reverts in eleven working days. That is not a free path. That is an unpriced one. I keep seeing the same…...