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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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Function Calling Across AI Providers: A Portable 2026 Implementation Guide
September 4, 2026327 viewsEnglishTutorial

Function Calling Across AI Providers: A Portable 2026 Implementation Guide

Design portable function calling across OpenAI-compatible, Claude, Gemini, and open-model APIs with schemas, validation, retries, and fallbacks.

AI API Security Best Practices 2026: Keys, Tenants, and Production Controls
September 4, 2026295 viewsEnglishTips

AI API Security Best Practices 2026: Keys, Tenants, and Production Controls

Protect AI API keys, tenant data, prompts, logs, and budgets with practical controls for production applications.

Gemini CLI Complete Guide 2026: Installation, Workflows, and API Patterns
September 4, 2026325 viewsEnglishTutorial

Gemini CLI Complete Guide 2026: Installation, Workflows, and API Patterns

Install and evaluate Gemini CLI, compare it with Claude Code and Codex CLI, and connect reliable Gemini API workflows to your developer tools.

Pika 2.2 Review 2026: Features, API Options, Pricing, and Alternatives
September 4, 2026332 viewsEnglishComparison

Pika 2.2 Review 2026: Features, API Options, Pricing, and Alternatives

A developer-focused Pika 2.2 review covering video generation use cases, alternatives, API integration patterns, pricing questions, and production tips.

GLM-4.6 API Guide 2026: Setup, Code Examples, and Pricing
September 4, 2026305 viewsEnglishTutorial

GLM-4.6 API Guide 2026: Setup, Code Examples, and Pricing

A practical GLM-4.6 API guide for developers covering capabilities, alternatives, OpenAI-compatible requests, pricing decisions, and production safeguards.

Qwen2.5-Omni Guide 2026: Multimodal AI for Developers
September 4, 2026387 viewsEnglishGuide

Qwen2.5-Omni Guide 2026: Multimodal AI for Developers

Learn what Qwen2.5-Omni is, how it compares with GPT-4o and Gemini, how to call a multimodal model, and how to control API cost in production.

Claude Fable 5.1 vs Fable 5: Output Efficiency, Correctness, and the Breaking Changes That Never Throw
September 3, 2026492 viewsEnglishComparison

Claude Fable 5.1 vs Fable 5: Output Efficiency, Correctness, and the Breaking Changes That Never Throw

We pinned claude-fable-5-1 and claude-fable-5 to the same upstream route and ran three workload shapes three times each, recording correctness, output tokens, thinking budget and latency. Correctness tied 3:3 in every group; 5.1 reached the same answers on 0.372/0.744/0.891x the output tokens; and all seven documented breaking changes returned 200 instead of 400.

Qwen2.5-Omni Guide 2026: Build Real-Time Voice and Vision Applications
September 1, 2026336 viewsEnglishGuide

Qwen2.5-Omni Guide 2026: Build Real-Time Voice and Vision Applications

A developer guide to Qwen2.5-Omni for voice, vision, interruption handling, streaming, and production cost controls.