https://sudonull.com/bot-architecture-with-whisper-cpp-and-aiogram-3-x
Breakdown of asynchronous integration of Whisper.cpp into Telegram bot for Spanish pronunciation assessment. FSM, word-by-word scoring, code examples. For middle/senior dev.
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https://sudonull.com/llama-cpp-asr-in-gemma-4-and-qwen3
llama.cpp integrated speech recognition Gemma 4 (E4B/E2B) and Qwen3. Launch on GPU, prompts, parameters for stability. Instructions for middle/senior dev.
https://sudonull.com/latex-with-cpp-and-make-for-typesetting-textbooks
Set up a LaTeX + CPP + GNU Make pipeline for automating the assembly of technical books. Examples of macros, listings, tables. Instructions for developers.
https://sudonull.com/hybrid-search-without-cloud-postgresql-and-vectorchord
How to build a local search system with Jina v4 and llama.cpp. Technical guide for RAG system developers. Learn about Matryoshka embeddings and optimization.
https://sudonull.com/c-courses-2026-top-for-beginners
Review of 7 C++ Courses for Beginners: Deadlines, Prices, Salaries up to 500k RUB. Choose a Program with Practice in Memory, Multithreading, and AI. Start Your Career as a Systems Developer.
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