Congratulations to the winners of Summer Sprint PETAMelon
The best cases according to the results of the sprint are accepted for study and testing in real conditions, we will report the results.

According to the conditions of the sprint on June 11-12 · with Rostelecom · Sputnik · and Aikumen IHD as partners · the participants are students of the Moscow Institute of Electronics and Mathematics and the Higher School of Economics ...

Breakdown of Scrum Guide 2020 updates: from Developers to self-management and Product Goal. Usage statistics, version comparison. For middle/senior IT specialists — read and adapt.
Learn how to load 62GB Gemma 4 31B model on Kaggle with 57GB limit: NF4, bitsandbytes and memory hacks. Get 18GB artifact for local inference. Instructions for developers.
Learn to automate test creation for learning with NotebookLM, Gemini, and Google Apps Script. Minimize routine, use the testing effect. Instructions with code for developers.
Analysis of IS life cycle models: from Waterfall to Agile. ISO standards, Russian National Standard 34 for developers. Choose an approach for your project.
New version of macOS app for meeting recording: large-v3 turbo speeds up transcription by 50%, added 32 languages and UX improvements. Locally, without cloud. Download and test on your town halls.
Learn how to implement Doom using pure CSS with 3D div elements. Technical details on transform, custom properties, and WAD file adaptation. For middle/senior developers.
OpenAI attracted 122 billion dollars at a valuation of 852 billion. Revenue comparison with Anthropic, motives of investors Amazon and Nvidia. IPO prospects and AI unit economics. Read the analysis for developers.
Integrating LLM into chess: FEN, PGN, UCI prompts and fallback with python-chess. Free OpenRouter. Code for middle/senior dev. Build your own AI opponent.
Wayland 1.25 release with improvements in documentation, text input, and color. Details on `wl_surface.get_release`, IME protocols, and HDR. Study the changes for compositor development.
Overview of fresh materials on iOS debugging, Swift COW, Android Room 3.0, Jetpack Compose Rebound. Practices for middle/senior: MVVM, networking, optimization. Study the digest and implement.