Claude Duet vs ChatGPT dots vs Claude Code: what to choose
Comparison of Claude Duet, ChatGPT dots, Claude Code and Codex: access, price, limits, control and which AI agent to choose
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Claude Duet: what it is and how Anthropic's new AI agent works
Claude Duet — Anthropic's proactive AI agent: how it works, what it can do, its cost, limitations. Review based on official sources.
Claude Opus 5.5 vs Opus 5: What Breaks and What You Save
What's changed in Claude Opus 5.5 for developers: pricing and cache, 4 breaking changes, silent behavior changes, and a migration checklist from Opus 5.
Free OpenRouter Models 2026 : Is 1000 Requests Too Little?
How OpenRouter free models work: 20 requests/min and 50 or 1000 per day limits, which models are trained on your data, how to find the current list
GLM 5.3 Flash and DeepSeek V4.1 Flash Free on OpenCode
GLM 5.3 Flash and DeepSeek V4.1 Flash are now free on OpenCode. Analyzing limitations (200K, OpenCode only, speed) when to choose the free versions
DeepSeek Search and Fetch API: price, limits, examples
DeepSeek launched Search and Fetch API: $0.75 per 1000 requests, 5 QPS limit. Exploring capabilities, limitations, and integration in Spring AI for RAG.
Gemini 4 Argon: review, prices, how to use (2026)
Gemini 4 Argon is now available: what's new compared to Gemini 3, how much it costs, how to choose the thinking level and rewrite prompts. Analysis based on Google docume
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 Opus 5 vs Sonnet 5: Which Model to Choose in 2026
Comparison of Claude Opus 5 and Sonnet 5: price, SWE-bench Pro benchmarks, effort dial, hidden tokenization cost. When to choose which model — with a routing strategy.
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.
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
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.
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.
LM Studio 2026: What it is and why run AI on Mac
LM Studio explained in simple terms: MCP, MLX on Apple Silicon, how it differs from Ollama and ChatGPT, and when to choose LM Studio for local AI on Mac.
Vibe Coding is Dead: What Will Replace AI Coding in 2026
You're no longer a programmer, you just write prompts? Why Vibe Coding is losing its power and what skills developers will need in 2026.
RAG vs Long Context 2026: what to choose for AI system
Is RAG worth it in 2026, when context has reached 2 million tokens? Inference economics, lost in the middle, multitenant data security — an analysis with real numbers.