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Gemini Flash for antispam: 1 million tokens free

https://sudonull.com/gemini-flash-for-antispam-1-million-tokens-free

Comparison of GigaChat, YandexGPT and Gemini Flash for Telegram antispam bot. Free Gemini limit — 1600 checks per day. Integration without delays for developers.

Gemini 3.1 Flash Live for voice agents

https://sudonull.com/gemini-3-1-flash-live-for-voice-agents

Gemini 3.1 Flash Live reduces latency in voice dialogues, filters noise, supports 90+ languages. Integrations in design, gaming and companions. Test in Google AI Studio for real-time AI.

Qwen 3.5 397B on iPhone 17 Pro: Flash-MoE

https://sudonull.com/qwen-3-5-397b-on-iphone-17-pro-flash-moe

Running 397 billion parameters Qwen3.5 on iPhone 17 Pro with SSD and Flash-MoE. Speed 0.6 t/s, comparison with M3 Max. Technical details for developers.

Python crypto for USB: SecureBytes and streaming encryption

https://sudonull.com/python-crypto-for-usb-securebytes-and-streaming-encryption

Implementation of secure flash drive encryption in Python: SecureBytes against GC leaks, nonce derivation, fault tolerance. Code and mechanisms for developers. Explore the details.

Microcontroller Debugging Errors: SWD and Hardware Bugs

https://sudonull.com/microcontroller-debugging-errors-swd-and-hardware-bugs

Analysis of Typical Bugs When Working with MCU: SWD Pin Conflicts, ESD, Flash Configuration, Crystals. Practical Fixes for Middle/Senior Developers. Study to Avoid.

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