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.
Web Development & Programming Blog
Useful articles about Java, Spring, SEO, frontend, and modern technologies. Tips, examples, and lifehacks for developers
Search:
Categories
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
DeepSeek DSpark V4: 85% Faster Without New Hardware (2026)
DeepSeek released DSpark: 60-85% acceleration for V4 Flash/Pro without retraining. We analyze the mechanics, the 661% figures, and how to connect without a GPU.
Grok Allows NSFW: What Are the Risks in 2026?
Grok has started actively generating adult content. Why has this caused scandals, legal investigations, and how will it change the porn industry and our lives?
Google AI Performance Report: New Search Console Report
Analysis of the new AI Performance Report in Google Search Console: AI Overviews, GEO, SEO, metrics, report limitations, and the future of search in 2026.
HNSW vs IVFFlat in pgvector: when to switch to the index
HNSW or IVFFlat for pgvector? Real-world cases, memory and recall figures, the stale centroid trap, and clear thresholds for transitioning from brute-force to index.
One PDF is enough: how hackers break any LLM
Classic hacking is dead. We'll break down how a hidden prompt in a PDF hijacks your AI agent and forces it to leak your entire company database.
LM Studio on 8GB RAM: Best models actually work in 2026
8GB Mac and LM Studio: an honest review of which models are actually enough — Phi-4-mini, Gemma 4 E4B, Metal and context settings, and why AI advice is sometimes wrong.