Umputun Weekly Podcast (US, Chicago) # 106
viruses · questions · Cinema · microphone · service · strange · rudeness · UWP · under
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PyTorch Hooks for audio from LLM activations
Learn how to intercept Qwen activations via forward hooks and generate ambient. Monkey patching MusicGen for vision-to-audio. Code and details for middle/senior dev.
GoClaw on Go: AI gateway in 35 MB binary
Breakdown of GoClaw — multi-agent AI gateway on Go instead of Node.js. One 35 MB binary, low RAM, goroutines for agents. Deployment and architecture comparison. Deploy on VPS without dependencies — read the details.
PWA for notes without internet: technical implementation | 2500+ chars
How to create an offline app for notes without backend and registration. Analysis of PWA architecture, Service Worker and localStorage. Implementation in one evening.
GIL CPython: how it works and how to bypass senior
Breakdown of GIL in CPython: refcount, bytecode, CPU/I/O-bound, multiprocessing, asyncio.Lock. For middle/senior dev. Parallelism without errors — read the guide.
Integration of legacy bowling equipment: challenges and solution
How to extract data from legacy bowling equipment? We analyze three years of attempts to integrate the pinsetter with a mobile app. Key problems and a working solution through reverse engineering.
Deep Research for IT Content: How to Find Viral Topics
Method for Finding Viral IT Topics in 10 Minutes with Deep Research Mode. Tested Prompts, Data Validation, Avoid Confabulations. Start Applying Today!
Claude Mythos found a bug in OpenBSD 27 years
Claude Mythos Preview detected vulnerabilities in OpenBSD, FFmpeg, Linux. Benchmarks, partners, funding. Learn how AI changes security audits for developers.
ANSI lumens projector: how many for day
Learn the real brightness requirements for projector for living room and bedroom. ANSI lumens tests: 1500+ for daytime viewing without darkening. Choose the suitable model.
How Do Semiconductors and Microchips Work? Explained
Learn how do semiconductors and microchips work, from transistor physics to real-world impacts on healthcare, AI, and the global economy. Read the full guide.
APCS Emulation: Modbus RTU Controllers
Learn how to create a software emulator for testing APCS on Delphi. Emulation of Modbus, MDVV, command queues. Speed up debugging without hardware. For middle/senior dev.