Тряска по науке: как и зачем тестируют радиоэлектронику вибрацией
Безэховая камера осталась позади. Измерения сняты, графики выглядят ровно, чувствительность укладывается в спецификацию, EVM не выходит за допустимые …
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User Story: полный гайд по написанию без ошибок
Почему одни User Story работают как часы, а другие становятся источником бесконечных багов и ночных звонков? За годы работы в FinT…
Prompt-first разработка: почему в эпоху AI код без утвержденного плана быстро становится legacy
AI отлично ускоряет написание кода, но в больших проектах это быстро создаёт новую проблему: код появляется быстрее, чем команда успевает его понимать…
Claude Code with Local LLMs and ANTHROPIC_BASE_URL: Ollama, LM Studio, llama.cpp, vLLM
Native Anthropic endpoints, tool-call compatibility, and context-window sizing for local Claude Code. Last tested: April 2026. See Changelog at the bo…
Мета-работа, память агентов и Product Graph: почему AI не спасёт продукт без структуры знаний
За годы работы в разнообразных командах я много раз видел одну и ту же ситуацию. Компания растёт, продукт усложняется, и в какой-то момент возникает е…
Империя наносит ответный удар: kad.arbitr.ru снова поддается парсингу (часть 1)
В статьях 2021 года можно встретить довольно пессимистичный вывод: «ресурс окончательно уничтожил возможность сбора информации с помощью Sel…
When I Tried Doing Everything With AI, It Backfired
There was a phase where I started pushing AI into everything. Writing with AI. Planning with AI. Coding with AI. Research with AI. Even thinking throu…
Why We Banned 'Within the Realm of...' From Our AI Game Descriptions
A small portal's accidental brush with Google's scaled-content-abuse algorithm — and the 11-rule prompt change that fixed it. TL;DR We run a 6,800-gam…
Why Most IoT Visibility Stacks Stall at Level 2 (And What Climbing to Level 3 Actually Looks Like in Code)
I've spent the last decade-plus designing IoT tracker hardware and protocol payloads for logistics, fleet, and cold chain customers across more than a…
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem The Forum Is Always the Same Open any AI developer community right n…
Best Daily Study Routine for AWS AIF-C01 Exam Preparation
Preparing for the AWS Certified AI Practitioner (AIF-C01) exam isn’t about long study hours—it’s about consistent, structured execution. Most candidat…
Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems
For years, progress in artificial intelligence was closely tied to scaling laws, where increasing model size, dataset size, and compute power led to c…
Debugging HTTP Requests in ASP.NET Core Across Environments
When the same HTTP request works in dev but fails in production, debugging gets messy fast. Example: a request returns 200 in dev but 400 in prod beca…
Opinion: Why You Should Use NATS 2.10 Over Kafka for Edge Messaging
After benchmarking 12 edge messaging workloads across 400+ IoT nodes, I’ve found NATS 2.10 delivers 11x lower p99 latency and 94% less memory overhead…
Supabase Database Functions Guide — Serverless Logic with RPC and PL/pgSQL
Supabase Database Functions Guide — Serverless Logic with RPC and PL/pgSQL Supabase Database Functions let you move complex business logic into Postgr…
Flutter Local Storage Guide — SharedPreferences vs Hive vs SQLite
Flutter Local Storage Guide — SharedPreferences vs Hive vs SQLite Choosing the right local storage solution in Flutter directly impacts performance an…
War Story: Saving $200k/Year on AWS by Migrating 50% of Workloads to Graviton4 with Terraform 1.10
In Q3 2024, our 14-person platform engineering team at a mid-sized fintech slashed annual AWS spend by $203,417 — a 34% reduction — by migrating 52% o…
Cold Starts Are Dead
It never fails. Every time I talk about serverless, someone pushes back with the cold start argument. I still see it in forums, in blog comments, in a…
How to Set Up Full-Text Search with Meilisearch 1.5 and Next.js 15 for Documentation
\n Documentation search is the silent killer of developer experience: 68% of users abandon docs sites that take more than 2 seconds to return search r…
Prisma Broke at 570 Models. I Rebuilt Its Generator in 500ms.
Prisma didn't slow down. It didn't degrade. It just… stopped working. RangeError: Cannot create a string longer than 0x1fffffe8 characters That's not …
Maximizing Efficiency with Texas Instruments TPS63030: A Deep Dive into Power Management ICs
Maximizing Efficiency with Texas Instruments TPS63030: A Deep Dive into Power Management ICs Power supply engineering: field lessons from motor drives…
Claude Code keeps forgetting your project context? Here are 3 fixes that actually work
Every developer using Claude Code hits the same wall: you spend 30 minutes building context, explaining your project structure, walking through the co…
Indie Dev ASO Complete Guide — Climbing App Store Rankings with Optimization
Indie Dev ASO Complete Guide — Climbing App Store Rankings with Optimization Building a great app is only half the battle — users need to find it. App…
Build Your First MCP Server in Python in 10 Minutes
MCP (Model Context Protocol) crossed 97 million monthly installs in March 2026 — faster adoption than React hit in its first three years. Chrome just …
Большие пул-реквесты пропускают больше багов — разбираемся, правда или миф
Интуиция подсказывает — чем больше пул-реквест, тем выше соблазн по-быстренькому пробежаться глазами по коду и аппрувнуть изменения. Предлагаем вам вм…
Claude Code Regression: How to Diagnose and Fix the Recent Quality Drop
Anthropic's postmortem reveals three regressions in Claude Code: reasoning effort, context retention, and verbosity changes. Here's how to diagnose an…
Rethinking What You Need to Do When Your Access Keys Are Compromised
"A Note from the Author" I work in the Technical Support division of an AWS reseller operating under the AWS Solution Provider Program in Japan. This …
Weekly Wins: Celebrating Your Successes and Lessons Learned
Weekly Wins: Celebrating Your Successes and Lessons Learned Let’s be honest: most engineering teams are stuck in a cycle of sprint planning, standups,…
Prompting AI Lofi: A Practical Workflow for Focus Music
Most people treat study music as a playlist problem. They open a lofi mix, skip a few tracks, and hope the mood is right. For developers, writers, stu…
Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits!
Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits! Google Cloud’s annual NEXT '26 Writing Challenge is back — and with…