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Practical notes on AI models, API costs, and production workflows.

Model updates, integration guides, pricing breakdowns, and tool workflows for developers and teams.

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Codex CLI Installation Guide: macOS, Linux, WSL, Devcontainers, and Team Rollout
July 19, 2026503 viewsEnglishTutorial

Codex CLI Installation Guide: macOS, Linux, WSL, Devcontainers, and Team Rollout

Install Codex CLI on macOS, Linux, WSL, and devcontainers, then configure proxies, API routing, and team onboarding with Crazyrouter.

How to Get a Claude API Key: Secure Production Onboarding Guide for July 2026
July 19, 2026503 viewsEnglishTutorial

How to Get a Claude API Key: Secure Production Onboarding Guide for July 2026

Learn how to get a Claude API key, secure it for production, rotate secrets, and compare official Anthropic access with Crazyrouter.

Gemini Advanced Review: Is It Worth It for Developers and API Teams in July 2026?
July 19, 2026668 viewsEnglishComparison

Gemini Advanced Review: Is It Worth It for Developers and API Teams in July 2026?

A practical Gemini Advanced review for developers comparing UI value, Gemini API usage, alternatives, pricing, and Crazyrouter routing.

Claude Code Pricing Guide: CI Agents, Team Budgets, and API Fallbacks for July 2026
July 19, 2026533 viewsEnglishGuide

Claude Code Pricing Guide: CI Agents, Team Budgets, and API Fallbacks for July 2026

A developer-focused Claude Code pricing guide for CI agents, team budgets, API fallback routing, and Crazyrouter cost control.

Kimi K3 vs GPT-5.6-SOL: High-Difficulty Tests in Math, Physics, and Programming
July 17, 2026733 viewsEnglishComparison

Kimi K3 vs GPT-5.6-SOL: High-Difficulty Tests in Math, Physics, and Programming

Using the same OpenAI-compatible API and the same prompt, we test kimi-k3 and gpt-5.6-sol on mode-stopping time, a physics problem with a pulley and moment of inertia, and a Python programming task involving dependent closures, recording correctness, truncation, latency, and local code verification.

Kimi K3 vs Claude Fable 5: Verification Depth or Faster Delivery?
July 17, 2026732 viewsEnglishComparison

Kimi K3 vs Claude Fable 5: Verification Depth or Faster Delivery?

A live four-task API benchmark comparing Kimi K3 and Claude Fable 5 across mathematical verification, physics, executable Python, constraint reasoning, latency, and output limits.

Codex CLI Installation Guide 2026: macOS, Linux, Dev Containers, and Proxies
July 17, 2026441 viewsEnglishTutorial

Codex CLI Installation Guide 2026: macOS, Linux, Dev Containers, and Proxies

Install and harden Codex CLI for real developer teams, including proxy settings, dev containers, CI usage, and API fallback patterns.

Gemini Advanced Review 2026: Is It Worth It for Developers and API Teams?
July 17, 2026397 viewsEnglishReview

Gemini Advanced Review 2026: Is It Worth It for Developers and API Teams?

A practical Gemini Advanced review for builders comparing the subscription with Gemini API access and multi-model routing.