Why My Local Coding Agent Could Act but Couldn't Finish
There was a month where I blew through my token budget without noticing. Claude Code and Codex, running most of the day, on a codebase I was exploring…
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Qwen 3.6 27b на 8-12gb vram в llama.cpp до 256к контекста
Вышло 2 модели prism-ml/Ternary-Bonsai-27B-gguf и prism-ml/Bonsai-27B-gguf Модели представлены в 2-битном и 1-битном вариантах и занимают всего 7,2 и …
LLM Quantization Levels Compared: Q4_K_M vs Q8_0 vs FP16 [2026]
Originally published at kunalganglani.com — read it there for inline code, hero image, and live links. LLM Quantization Levels Compared: Q4_K_M vs Q8_…
Мой опыт с ИИ в России глазами европейца
Это история о том, как я собрал полностью локальную ИИ-среду разработки (и почему вам стоит сделать то же самое). Переезд из Евросоюза в Москву казалс…
[Day 7] Does Giving an AI More 'Thinking Time' Really Make It Smarter? Training an OpenMythos-Style Mini Model on DGX
[Day 7] Does Giving an AI More "Thinking Time" Really Make It Smarter? Training an OpenMythos-Style Mini Model on DGX Intro Day 7! Reddit kept surfaci…
OpenClaw: 13 Errors, $1.50/Month, and an AI Team That Doesn’t Need the Cloud
I run a team of AI agents on a Mac I bought in 2022. They handle my Slack, run research, draft content, monitor infrastructure, and spawn sub-agents f…
SpeakShift: A Fully Local Desktop App Powered by Whisper.cpp + NLLB + FFmpeg
SpeakShift: Fully Local Whisper.cpp + NLLB Translation + FFmpeg Media Converter Hi DEV Community 👋 Like many of you, I spend a lot of time working wit…
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness
Choosing the Right Local AI Stack for SOC Alert Triage: Model, Engine, and Harness Practical guidance for cybersecurity engineers who want local AI to…
[Day 3] I Had a Local LLM Analyze a Year of My Credit Card Statements
[Day 3] I Had a Local LLM Analyze a Year of My Credit Card Statements Intro Day 3: I'm going to hand a year of credit card statements over to a local …