Headless Chrome Limitations: Problems and Solutions
Headless Chrome in Docker and CI: /dev/shm, memory, timeouts, SSRF, and tracing in Playwright. Practical solutions and a checklist for production.
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How Headless Chrome Works: Modes, Control, and Examples
What is Headless Chrome, how it works, how it differs from chrome-headless-shell, and how it is controlled: CDP, Puppeteer, Playwright, Selenium. With examples.
Suspicious traffic in GA4: how to find bots and filter
Why GA4 doesn't filter some bots, how to distinguish headless browsers from humans, and what to do in GA4 and Cloudflare. Case from Singapore and sources.
Як я підключив Mediavine Journey на сайт на Spring Boot
Усі інструкції Mediavine написані для WordPress: встановили плагін — і готово. А якщо сайт самописний — на Next.js, Laravel, Django чи, як у мене, на Spring Boot — плагіни не допоможуть. У цій статті — повний шлях від відмов AdSense до працюючої реклами Journey by Mediavine на сайті без...
Google AdSense vs Journey by Mediavine 2026: Which to Choose
Honest comparison of AdSense and Journey by Mediavine: requirements, approval, payouts, exclusivity, control, and how to calculate your own income. Experience from both s
Що таке ComfyUI і як він працює: вузли, воркфлоу, приклади
ComfyUI часто лякає новачків: замість звичної форми з полем для промпту і кнопкою «Generate» ви бачите полотно із прямокутників, з'єднаних проводами. Але за цим стоїть дуже проста ідея, яка буде знайома кожному, хто колись будував конвеєр обробки даних. Розберемося, як усе влаштовано,...
CLAUDE.md Best Practices for Claude Code (2026)
CLAUDE.md best practices 2026: structure, examples, common mistakes. How imports vs rules affect Context Bloat. CLAUDE.md vs AGENTS.md vs Cursor Rules.
Claude Opus 5 vs Sonnet 5: яку модель обрати для вашої задачі
Коротко: Sonnet 5 і Opus 5 — не конкуренти, а дві сходинки однієї лінійки: Sonnet 5 вийшов 30 червня 2026 як "найагентніший Sonnet" за ціною середнього рівня, Opus 5 — 24 липня 2026 як топова модель для щоденного використання. Головна різниця в цифрах: $2/$10 (інтро-ціна до 31 серпня, потім...
Сильні та слабкі сторони Claude Opus 5
Коротко: Claude Opus 5 — найсильніша модель на ринку для реальних, багатофайлових задач (SWE-bench Pro, MCP-оркестрація), але не найзручніша модель у щоденній роботі: команда Every після тижня тестування прямо назвала її "hard model to love". Найбільша практична проблема — не якість коду, а...
Claude Opus 5 vs GPT-5.6 vs Gemini 3.6: what to choose
Comparison of Claude Opus 5, GPT-5.6 Sol, and Gemini 3.6 Flash: SWE-bench Pro, MCP benchmarks, speed, price. Which model is better for Java and Spring Boot.
Claude Opus 5: Full Review of Anthropic's New Model
What's new in Claude Opus 5 compared to Opus 4.8: effort dial, Fast mode, 1M context, price $5/$25 per million tokens. Benchmarks, weaknesses, should you upgrade.
Has the Singularity Arrived? What CEOs and Experts Think
Altman, Hassabis, Musk announced singularity in summer 2026. What do independent researchers say - Russell, Bostrom, Yampolskiy? Analysis of all positions.
AGI vs ASI: What's the Difference and Why It Matters
AGI vs ASI in simple terms: how artificial general intelligence differs from superintelligence, why the transition between them is a phase jump, and who is closer now.
Recursive Self-Improvement: How AI Improves Itself
What is recursive AI self-improvement and has it already begun? Anthropic case: agents closed 97% of a research task versus 23% for humans.
Technological singularity: what it is and when it will arrive
What is technological singularity in simple terms: history of the term, AGI vs ASI, predictions of Kurzweil and CEOs of OpenAI, Anthropic, DeepMind.
Sam Altman on Singularity: What Happened (2026)
Sam Altman stated that AI has entered singularity - a few days after Hugging Face was hacked by OpenAI models. What does this mean and should we worry?
Claude Sonnet 5 disadvantages and user reviews
Claude Sonnet 5 downsides according to developer reviews — hidden costs, agent failures, refusals. What was confirmed and what wasn't.
Claude Sonnet 5 vs Gemini 3: Full Comparison 2026
Claude Sonnet 5 vs Gemini 3.1 Pro and 3.5 Flash — price, multimodality, benchmarks, agent capabilities. What to choose.
Claude Sonnet 5 vs Kimi K2.5: Full Comparison 2026
Claude Sonnet 5 vs Kimi K2.5 — price, Agent Swarm, benchmarks, open-weight vs closed. What to choose for agent tasks in 2026
Claude Sonnet 5 vs GPT-5.5 Full Comparison 2026
Claude Sonnet 5 vs GPT-5.5 — price, coding benchmarks, agent capabilities, context, and security. What to choose in 2026
Claude Sonnet 5 Full Review of Anthropic's 2026 Model
Claude Sonnet 5 — tests, capabilities, API price, and whether to switch from GPT-5.5 in 2026. Full technical review
GPT-5.5-Cyber for Cybersecurity: Static Analysis, AI Agents
Practical analysis of GPT-5.5-Cyber: static code analysis, OWASP Top 10, malware search, reverse engineering, AI agents, and model limitations
GPT-5.5-Cyber vs Claude Opus vs Gemini: Which AI Model is Better
Detailed comparison of GPT-5.5-Cyber, Claude Opus, and Gemini for cybersecurity. Find out which AI model is better at vulnerability analysis
OpenAI released GPT-5.5-Cyber for vulnerability searching
OpenAI introduced GPT-5.5-Cyber, a new model for detecting vulnerabilities in code and security systems, enhancing cybersecurity and automated protection.
AI vs Junior Developers: Who Will Win in 2026?
Junior developers are disappearing from the market due to AI. Why does this threaten a shortage of seniors and burnout in IT? Data analysis