Что общего у ЦОДов Яндекса, концерта Канье и Cloudflare: как проджекту работать с катастрофами
Новости о дата-центрах Яндекса заставили многих разбираться с отказоустойчивостью прямо во время аварии. При мне в Алматы случился блэкаут, после ко…
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PPU Zhenwu 810E от Alibaba: как китайский AI-ускоритель справляется с LLM
Привет, я Дмитрий, MLOps-инженер в Selectel . Современный ландшафт AI-ускорителей изобилует всевозможными устройствами: GPU, TPU, NPU, LPU и п…
Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?
A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use DeepSeek 4.1 Flash, paying per token instead? So…
SpellBook of Skill: The Twin Project Nobody Asked For, But I Built Anyway 🧙🏻♂️
Overview Hey everyone 👋 A while back I launched Spellbook of Prompt, my curated collection of prompts organized by use case. It's been out there gro…
Deep Dive into Mixture of Experts: From 1991 to DeepSeek-V3
Every major LLM lab is in a conundrum today, deliberating between scale vs cost. Making a dense model bigger makes it smarter yes, but also makes ev…
ราคา cache hit 0.003 ดอลลาร์ ที่เปลี่ยนวิธีเทียบโมเดลทั้งตลาด
ราคา cache hit 0.003 ดอลลาร์ ที่เปลี่ยนวิธีเทียบโมเดลทั้งตลาด โดย Nokka (นก-กา) | 13 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ขอ…
DeepSeek R1: The Open-Source Reasoning Revolution That Changes Everything
DeepSeek R1: The Open-Source Reasoning Revolution That Changes Everything The Reasoning Problem Traditional LLMs generate text token by token, left…
Understanding Cordis: The TypeScript Framework Built for Hot-Swapping Everything
Part 1 of the DeepSeek Harness: Kernel to Edge series: How the open-source (MIT) Cordis meta-framework enables zero-downtime plugin reloads and memo…
How I Built a 3.3MB Native Windows AI Desktop App with DeepSeek & Tailwind (Goodbye 150MB Electron Bloat)
Every time I want to build a desktop utility in 2026, the modern web ecosystem gives me the same repetitive answer: "Just bundle it with Electron!"…
DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records
DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records How DeepSeek Achieved 420 Tokens/Second Without Sacrificing Accuracy…
How LLMs Learned to Reason: SFT --> RLHF --> RLVR
1. The Starting Line: The Last Non-Reasoning Flagships GPT-4.5, DeepSeek-V3, and Claude 3.5 Sonnet share something that has nothing to do with bench…
Как быстро влиться в чужой проект и не завалить коллег вопросами: тестируем Gemini Notebook
Обычный вечер понедельника. Я уже собирался уходить домой после работы, как вдруг зацепился за разговор коллег о неком Gemini Notebook. Стало интере…
Tried `sponsors/wonderwhy-er`: A Practical MCP Server Review
Tried sponsors/wonderwhy-er : A Practical MCP Server Review sponsors/wonderwhy-er is an MCP server that gives Claude a controlled interface to devel…
From string-concatenation to a real DSH bundle: one link, six verified plugins
Every plugin store ends up doing the same thing eventually: bundling. "Install these six together." The naive implementation is a shell-command chai…
Every Enterprise Will Have Its Own AI Harness
I think every large enterprise is going to have its own AI harness. Not necessarily a proprietary harness built from scratch. More likely, it will b…
DeepSeek Harness “Everything Is a Plugin”: choose the right Cordis extension seam
DeepSeek Harness “Everything Is a Plugin”: choose the right Cordis extension seam Quick answer DeepSeek Harness does not treat plugins as optional a…
DeepSeek vs Qwen vs Kimi vs GLM: An Architect's 2026 Breakdown
DeepSeek vs Qwen vs Kimi vs GLM: An Architect's 2026 Breakdown I spend my nights watching p99 latency graphs. When a model starts drifting past 800m…
DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Use?
DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Use? Hey there! Let me be honest with you — a few months ago, I was stuck in a rut. Every AI p…
DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take
DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take I've been running LLM workloads in production for the better part of three years now, and…
The Status Quo of AI in Software Development (2026)
Artificial Intelligence in 2026: From Companion to Infrastructure Artificial Intelligence has moved from being a futuristic concept to an everyday c…
I Ran the Numbers on Open-Source AI APIs vs GPUs — Here's the Verdict
I've been running an experiment in my home lab for the past four months. My question was simple: with so many solid open-source models dropping ever…
Where DeepSeek Phone Harness goes next — and how you can shape it
Where DeepSeek Phone Harness goes next — and how you can shape it A roadmap, an honest status check, and a call for contributors. The most-requested…
DeepSeek Harness Is Open Source: Everything Is a Plugin
DeepSeek Harness Is Open Source: Everything Is a Plugin Half a day after DeepSeek V4 Pro shipped, DeepSeek Harness (developer preview) went open sou…
I Gave DeepSeek a Token Limit. It Ignored Me.
A hands-on test of V4-Pro's default reasoning mode ⚠️ This article was generated with AI assistance (Claude). Every number comes from real calls the…
GPT vs Gemini vs Claude vs DeepSeek: The Complete 2026 Model Comparison for Indian Builders
GPT vs Gemini vs Claude vs DeepSeek: The Complete 2026 Model Comparison for Indian Builders DOYR | Not financial/legal/tax advice. For educational p…
How I Cut My OpenAI Bill by 97% — The Full Migration Guide
How I Cut My OpenAI Bill by 97% — The Full Migration Guide I still remember the morning I opened my OpenAI dashboard and saw the damage. $487.63 gon…
The Developer's Guide to Open-Source AI APIs at Scale
The Developer's Guide to Open-Source AI APIs at Scale Six months ago, I sat in front of a spreadsheet at 2 AM trying to decide whether to spin up ou…
I Tested Direct Provider APIs vs Aggregators — Here's the Truth
I Tested Direct Provider APIs vs Aggregators — Here's the Truth Six months ago I was staring at a $48,000 invoice from an AI provider that shall not…
Stop Guessing: How I Pick AI API Architecture at Every Scale
Stop Guessing: How I Pick AI API Architecture at Every Scale I've been on both sides of this. Two years ago I was the lone backend engineer at a Ser…
Migrating Off OpenAI: A Backend Engineer's Notes From Production
Check this out: migrating Off OpenAI: A Backend Engineer's Notes From Production I still remember the morning I opened our team's monthly invoice an…