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What Is Nano Banana 2.1? Image API, Price, and a Real Request
Understand the Nano Banana 2.1 image route, its published billing unit, and the exact request that returned an image in our October test.
October 9, 20266 viewsEnglishGuide
AI Image Generation
Tutorials and updates for image generation models and APIs, including prompt workflows, editing, and production usage.
Image APIs
Prompt workflows
- Qwen2.5-Omni Guide: Multimodal API Workflows for Developers
- 8 Fun Probes, 3 Runs Each: mimo-v2.6-pro vs gpt-6-astra in English — and What Happened When We Repeated Them in Russian, Portuguese and Japanese
- "Seedance Video AI Guide 2026: ByteDance Models, API Workflow, and Alternatives"
- AI API Caching and Context Optimization: Lower Latency and Cost
Production visuals
Crazyrouter User Guide: From Registration and API Keys to Chat and Image Generation
Learn Crazyrouter registration, API keys, wallet checks, browser chat, image generation, and coding-tool setup with eight interface screenshots and practical troubleshooting advice.
October 9, 20266 viewsEnglishTutorial
Qwen2.5-Omni Guide: Multimodal API Workflows for Developers
Qwen2.5-Omni is a multimodal model family designed for workflows that combine text, images, audio, and video understanding. For developers, the important question is not whether a model can
September 28, 2026109 viewsEnglishGuide
8 Fun Probes, 3 Runs Each: mimo-v2.6-pro vs gpt-6-astra in English — and What Happened When We Repeated Them in Russian, Portuguese and Japanese
English-prompt battery of 8 playful probes (pelican-on-a-bicycle SVG, candy-box false belief, acrostic, self-counting sentence, four classic traps) on Xiaomi's mimo-v2.6-pro and gpt-6-astra, 3 runs each. In English the two are tied on every graded probe and mimo drew 3/3 pelicans. The same battery in Russian, Portuguese and Japanese broke mimo's pelican (0/3, 0/3, 1/3). Plus a routing disclosure: the gpt-6-astra path injects ~4,100 tokens per call.
September 22, 2026182 viewsEnglishComparison
"Seedance Video AI Guide 2026: ByteDance Models, API Workflow, and Alternatives"
"A developer guide to Seedance and ByteDance video AI covering use cases, prompting, asynchronous API integration, alternatives, pricing models, and production checks."
September 20, 2026178 viewsEnglishGuide
"Google Veo3 API Guide 2026: Text-to-Video Requests, Async Jobs, and Cost Control"
"Learn how to integrate Google Veo3-style video generation with cURL and Python, design asynchronous polling, validate outputs, and compare direct versus gateway access."
September 20, 2026154 viewsEnglishTutorial
AI API Caching and Context Optimization: Lower Latency and Cost
Learn how prompt caching, semantic caching, context pruning, and retrieval reduce AI API latency and spend without sacrificing answer quality.
September 19, 2026134 viewsEnglishTips
AI API Security Best Practices: Keys, Data, Tools, and Production Controls
A developer checklist for securing AI APIs against leaked keys, prompt injection, sensitive-data exposure, unsafe tools, and runaway spend.
September 19, 2026127 viewsEnglishTips
Seedance and ByteDance Video AI 2026: API Queues, Costs, and Fallbacks
A developer guide to Seedance video AI integration with asynchronous queues, cost controls, prompt versioning, and model fallbacks.
September 6, 2026258 viewsEnglishGuide
WAN 2.2 Animate Tutorial 2026: Reference Poses, Batch Jobs, and API QA
Learn a production-friendly WAN 2.2 Animate workflow for reference poses, shot manifests, asynchronous jobs, and visual QA.
September 6, 2026234 viewsEnglishTutorial
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.
September 4, 2026191 viewsEnglishTips
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.
September 4, 2026229 viewsEnglishComparison
Google Veo3 API Guide 2026: Production Video Jobs, Audio, Webhooks, and Cost Control
Build a reliable Google Veo3 API integration with async jobs, audio-aware prompts, webhooks, retries, and budget controls.
September 1, 2026224 viewsEnglishGuide
WAN 2.2 Animate Tutorial 2026: Motion Control, Reference Frames, and API Pipelines
A practical WAN 2.2 Animate tutorial for controlled character motion, reference images, asynchronous jobs, and production retries.
September 1, 2026282 viewsEnglishTutorial
Async AI API Jobs and Webhooks: A Production Implementation Guide
Design reliable asynchronous AI jobs for image, video, audio, and long-running agent tasks using queues, polling, webhooks, and idempotency.
August 23, 2026331 viewsEnglishTutorial
AI API Cost Optimization in 2026: Tokens, Caching, and Routing
Reduce AI API spending with prompt budgeting, response caching, model cascades, batching, and usage-based cost attribution.
August 23, 2026281 viewsEnglishTips
AI API Security Best Practices in 2026: A Developer Checklist
An AI API is an external boundary, even when it sits behind a friendly SDK. Your application sends prompts, files, tool definitions, and sometimes personal data to a model provider. A leaked key can c...
August 23, 2026291 viewsEnglishGuide
"Kimi K2 Thinking Guide 2026: Reasoning Agents, Tool Calls, and Evaluation"
"A developer-focused Kimi K2 Thinking guide covering reasoning prompts, tool calling, evaluation, latency, and cost-aware routing."
August 22, 2026277 viewsEnglishTutorial
"Google Veo3 API Guide 2026: Async Video Jobs, Audio, Webhooks, and Cost Control"
"Learn how to integrate Google Veo3 API workflows with async jobs, webhooks, audio-aware prompts, retries, and a pricing model."
August 22, 2026289 viewsEnglishTutorial
"WAN 2.2 Animate Tutorial: Motion Control API Patterns for Developers"
"Build a reliable WAN 2.2 Animate workflow with image inputs, motion prompts, asynchronous jobs, retries, and cost controls."
August 22, 2026261 viewsEnglishTutorial
AI API Security Best Practices 2026: Keys, Tenants, Prompts, and Provider Routing
AI API security best practices for teams: protect keys, isolate tenants, reduce prompt-injection risk, audit routing, and operate a safer multi-model application.
August 15, 2026289 viewsEnglishTips
Seedance Video AI Guide 2026: ByteDance Model Workflows for Developers
Learn how Seedance video AI fits into a developer pipeline, including prompt contracts, asynchronous jobs, quality checks, pricing considerations, and API alternatives.
August 15, 2026382 viewsEnglishGuide
Google Veo3 API Guide: Async Video Jobs, Audio, Webhooks, and Cost Control
A practical Google Veo3 API guide covering asynchronous video generation, audio-aware prompts, webhook design, idempotency, pricing, and fallback routing.
August 15, 2026305 viewsEnglishTutorial
WAN 2.2 Animate Tutorial: Build an Image-to-Video Pipeline with an API
WAN 2.2 Animate tutorial for developers: prepare assets, submit image-to-video jobs, poll safely, handle errors, and control production costs with an API gateway.
August 15, 2026343 viewsEnglishTutorial
Pika 2.2 Review 2026: Features, API Workflow, Pricing, and Alternatives
Pika 2.2 review for developers: evaluate text-to-video and image-to-video workflows, compare alternatives, estimate costs, and connect through Crazyrouter.
August 15, 2026474 viewsEnglishComparison
Seedream 4.0 API Tutorial: Social Ad Localization with Safe-Zone QA
A developer-focused Seedream 4.0 API tutorial guide covering architecture, code, alternatives, cost controls, and production rollout.
August 11, 2026288 viewsEnglishTutorial
Seedance ByteDance Video AI Guide: API Workflows, Quality Gates, and Alternatives
Understand Seedance video AI from a developer perspective: prompt design, async generation, evaluation, pricing, and fallback models.
July 31, 2026399 viewsEnglishGuide
Google Veo3 API Guide: Async Video Jobs, Audio, and Cost Controls
Integrate Google Veo3-style video generation with asynchronous jobs, webhooks, retries, audio validation, and budget controls.
July 31, 2026356 viewsEnglishGuide