Everything we wrote down.
333 articles across six drawers — routing practice, per-family guides, price analysis, measurements. Open a drawer; search by any word.
333 / 333 shown
01 API Guides 60
- 2026-08-21 OpenAI-Compatible Chinese AI APIs With GDPR-Aware Deployment
- 2026-08-20 AIWave API Documentation Quickstart for Chinese Model Routing
- 2026-08-19 OpenAI-Compatible Chinese Model Migration Runbook After DeepSeek Price Changes
- 2026-08-17 AIWave API Documentation Quickstart for Production Teams
- 2026-08-16 GDPR-Aware OpenAI-Compatible Chinese AI API Deployment Checklist
- 2026-08-15 OpenAI-Compatible Chinese AI API Rollout Controls for Tier 1 Teams
- 2026-08-14 OpenAI-Compatible Chinese AI APIs With GDPR-Aware Rollout Controls
- 2026-08-13 OpenAI-Compatible Chinese AI APIs With GDPR-Aware Deployment
- 2026-08-11 AIWave API Documentation Quickstart for OpenAI-Compatible Chinese Models
- 2026-08-06 How to Evaluate a Chinese AI API Gateway: Trust, Pricing and Production Readiness
- 2026-08-04 AIWave API Documentation: Python Production Setup
- 2026-07-29 AI API Error Handling: Retry Strategies & Status Codes Master AI API error handling with retry strategies, circuit breakers, and status code guides for DeepSeek, GLM, and other Chinese AI models.
- 2026-07-26 Migrating from OpenAI to AIWave: Controlled Migration Guide Switching AI providers doesn. Part of the AIWave guide to Chinese AI models: DeepSeek, GLM, Kimi, Qwen and ERNIE through one OpenAI-compatible API.'t have to be
- 2026-07-26 Migrate from OpenAI to Chinese Models in One Line Switch from the OpenAI API to DeepSeek, GLM or Kimi by changing base_url. Evaluation harness, feature-flag rollout, error handling and rollback.
- 2026-07-26 AIWave Quickstart: First API Call: A Controlled Quickstart 5-minute quickstart: Call DeepSeek, GLM, Kimi & Chinese AI routes from 9 Chinese AI providers via OpenAI-compatible API. Python & Node.js examples. A $5 minimum
- 2026-07-20 How to Access Chinese AI Models Without a Chinese Phone Number (2026) Step-by-step guide to accessing DeepSeek, Kimi, GLM, ERNIE and other Chinese AI models without a Chinese phone number, VPN, or Alipay account. One API key for a
- 2026-07-20 Chinese AI Models for Vision: Image Understanding at 1/10th Cost Use DeepSeek V4 Pro and Kimi for image understanding tasks: OCR, chart analysis, screenshot description.
- 2026-07-20 Building MCP Servers with Chinese AI: Model Context Protocol Guide Build MCP (Model Context Protocol) servers that connect Chinese AI models to your tools, databases, and APIs. Complete tutorial with Anthropic's MCP SDK.
- 2026-07-20 Streaming LLM Responses with Chinese Models: SSE in Python & TypeScript Implement real-time streaming LLM responses with DeepSeek, GLM, and Kimi using Server-Sent Events. Complete Python and TypeScript/React tutorial.
- 2026-07-08 Migrating from OpenAI to AIWave: Controlled Migration Guide Step-by-step guide to migrate from OpenAI to AIWave's OpenAI-compatible API. controlled recovery, code examples for Python, Node.js, and fallback patterns.
- 2026-06-25 Function Calling with Chinese AI Models Implement function calling with Chinese AI models, validate schemas, and secure tool execution through an OpenAI-compatible API.
- 2026-06-23 10 Best ChatGPT Alternatives in 2026: Practical API Options, Compared
- 2026-06-19 AI Model Fallback and Retry: Never Let an API Failure Kill Your App Production-grade fallback patterns for AI APIs. When DeepSeek is down, automatically retry with GLM. When GLM is slow, fall back to Kimi.
- — From Four to Nine: A Practical Gateway for Chinese AI Models An engineering guide to evaluating AIWave's 63 live model records across nine Chinese AI provider families with dated rates and runnable code.
- — AIWave API Documentation for Production Chinese Model Migration
- — AIWave API Documentation for Production Model Switching
- — AIWave API Documentation Sitelinks for Tier 1 Buyers
- — AIWave API Quickstart Evidence Pack for Tier 1 Searchers
- — AIWave Brand Search Evidence Route for API Procurement
- — AIWave.live API Evaluation Plan for Brand Searchers
- — AIWave.live Brand Query Evidence Pack for API Trials
- — AIWave.live Search Result Path for API Evaluators
- — AIWave Model Catalog Metadata Audit for Tier 1 Buyers
- — AIWaveBlog Field Notes Index for Technical Buyers
- — Chat Completion Stream Migration for Chinese AI APIs
- — Chat Completion Stream Receipts for Chinese AI API Trials Run Chat Completions streaming trials with placeholder credentials, live AIWave route rows, event logs, status checks, and receipt fields.
- — Chinese AI API Gateway Trial Plan for Production Data Boundaries
- — Chinese AI API Gateway Trust Checklist for SaaS Procurement
- — Chinese AI API Route Change Control for SaaS Release Teams Create a production change-control runbook for Chinese AI API routes with dated prices, acceptance tests, rollback rules, and auditable request receipts.
- — This early article no longer meets the current evidence standard.
- — This early article no longer meets the current evidence standard.
- — The Complete Guide to Chinese AI APIs
- — This early article no longer meets the current evidence standard.
- — EU Data Classification Checklist for Chinese AI API Routes Use data classification, processor checks, transfer review, retention limits, and dated route evidence before deploying Chinese-model APIs for EU-facing workloa
- — Gateway Success Rates Need Denominators for AI API Buyers
- — GDPR-Aware OpenAI-Compatible Chinese AI API Data Routing Use a GDPR-aware data-routing policy for OpenAI-compatible Chinese AI APIs with classification, minimization, source checks, access controls, and rollback.
- — Machine-Readable AIWave Evidence for API Search Evaluators
- — Model Alias Preflight for Chinese AI API Routes
- — Node.js Guide: DeepSeek, GLM and Kimi in TypeScript Use the OpenAI Node SDK with AIWave's base URL and Chinese model IDs. Includes a dated Node fetch test with status, usage, and returned model.
- — One-Person Operator Incident Checklist for Chinese AI API Buyers
- — OpenAI-Compatible API Gateway: Migration and Routing Guide | AIWave
- — OpenAI-Compatible Chinese API Migration With GDPR-Aware Controls
- — Price-Only Chinese AI API Procurement Fails
- — Reading Chinese AI API Price Tables Without Fooling Yourself
- — Responses API Streaming Gates for Chinese AI Routes
- — site:aiwave.live CTR Runbook for API Trial Pages
- — Streaming API Contract Tests for OpenAI-Compatible Chinese AI Routes Test streamed AI responses as a protocol contract: framing, usage, disconnects, retries, and source-dated AIWave route evidence.
- — Streaming LLM Responses: Server-Sent Events with Python and OpenAI-Compatible APIs Implement SSE streaming with Python, FastAPI, and any OpenAI-compatible API. Works with DeepSeek, GLM, Kimi through AIWave.
- — Structured Output & JSON Mode with Chinese AI Models Use JSON mode with Chinese AI models, then validate the body before parsing. A dated GLM-5 test shows why HTTP 200 alone is not proof of valid JSON.
- — When Not to Use AIWave for a Chinese AI API Trial
02 Model Guides 134
- 2026-08-21 DeepSeek V4 Pro vs Flash Routing for Production Agents
- 2026-08-20 DeepSeek API Rate Limits and 429 Controls for Agent Gateways
- 2026-08-19 AIWave vs Novita AI: Chinese Model API Choices After DeepSeek V4 Pricing Changes Compare AIWave and Novita AI with dated V4 Pro and Flash rates, cache semantics, and migration workflow.
- 2026-08-19 Cache-Aware Chinese AI API Ledger for DeepSeek, Qwen, Kimi, and GLM
- 2026-08-19 DeepSeek V4 Flash vs V4 Pro: A Developer Comparison
- 2026-08-17 DeepSeek V4 429 Handling for Production Agent Gateways
- 2026-08-17 GLM-5 API Routing for Production Coding Agents
- 2026-08-17 Kimi K3 Cache Budgets for Long-Context Coding Sessions
- 2026-08-17 Qwen3.7 Context-Tier Budgeting for Multimodal Agents
- 2026-08-15 Qwen, GLM and Kimi Route Budget Ledgers for SaaS Teams
- 2026-08-14 DeepSeek V4 Pro vs Flash Routing for Production Agents
- 2026-08-13 DeepSeek V4 Pro vs Flash Routing With a Cache Ledger
- 2026-08-11 DeepSeek API Overseas Access With a Cache-Aware Cost Ledger
- 2026-08-10 DeepSeek V4 Pro and Flash Routing for Production Agents
- 2026-08-09 DeepSeek API Cache Math for Production Agents
- 2026-08-08 DeepSeek V4 Pro vs Flash Routing for Production Agents
- 2026-08-06 Qwen3 Coder Next Budget Guardrails for Coding Agents
- 2026-08-05 A GDPR-Aware AI API Usage Ledger for DeepSeek, GLM, Qwen and Kimi
- 2026-08-05 Qwen3-Coder-480B API: Coding Model Setup and Evaluation Qwen3-Coder-480B API guide with coding evaluation methods, OpenAI-compatible Python setup, live USD pricing, and production routing advice. for production teams
- 2026-08-04 DeepSeek V4 and Kimi K3 Cache Routing for Coding Agents
- 2026-08-03 DeepSeek V4 Pro vs Flash Routing for Production Agents
- 2026-08-02 Qwen and DeepSeek Behind One OpenAI-Compatible API: A GDPR Deployment Pattern
- 2026-07-29 Prompt Engineering for Chinese AI Models: Best Practices 2026 Improve prompts for DeepSeek, GLM, Kimi, and Qwen with practical templates for structured output, coding, and evaluation.
- 2026-07-29 Building Multi-Agent AI Systems with Chinese Models Learn how to build multi-agent AI systems using Chinese models. Architecture patterns, code examples with DeepSeek, GLM, and Qwen, and cost optimization.
- 2026-07-29 Using Chinese AI Models for Automated Software Testing Use Chinese AI models for automated software testing with workflows for test generation, review, regression, and CI.
- 2026-07-29 Chinese AI Image Generation: Complete API Guide 2026 Complete guide to Chinese AI image generation APIs in 2026. Compare Doubao, ERNIE, Hunyuan, and Flux with pricing and code examples.
- 2026-07-29 DeepSeek V4 Flash vs GPT-4o Mini: Which Is Better for Your App? DeepSeek V4 Flash vs GPT-4o Mini: a detailed benchmark comparison covering speed, cost, coding accuracy, and real-world API performance for developers in 2026.
- 2026-07-29 Run Chinese AI Models Locally with Ollama: Complete Guide Learn how to run DeepSeek, Qwen, GLM, and other Chinese AI models locally with Ollama. Step-by-step setup for Mac, Windows, and Linux.
- 2026-07-26 Budget AI API Comparison 2026: GLM Flash vs Gemini Flash vs Claude Haiku $0 API-Rate Models that actually deliver production-quality results? Yes, they exist. $0 API-rate models for production. Here's how they stack up.
- 2026-07-26 Cursor + DeepSeek: Configure Chinese AI Models in Cursor Configure Cursor to use DeepSeek, GLM and Qwen through a custom base URL. Exact settings, which features work, model choice and real token costs.
- 2026-07-26 How to Use DeepSeek V4 Pro in VSCode with KiloCode KiloCode is a VSCode extension that brings AI coding assistance directly into your editor. Combined with [DeepSeek V4 Pro](https://aiwave.live/models/.
- 2026-07-26 DeepSeek V4 Pro vs Claude Sonnet 4: Real Benchmark Data (July 2026) DeepSeek V4 Pro scores 92.1% on HumanEval at 1/18th the cost of Claude Sonnet 4. Full benchmark and pricing comparison.
- 2026-07-26 ERNIE 5.1 vs GPT-4o: Baidu Flagship Model Tested If your workload is Chinese-language content, paying GPT-4o prices for English-optimized models doesn't make sense.
- 2026-07-26 GLM-5 Review: Zhipu's Flagship Model for Chinese + English Workloads GLM-5 tested on coding, Chinese tasks, and cost. $0.20/$0.60 per million tokens. Best Chinese-language model available through a single API key.
- 2026-07-26 GLM-5.1 vs Claude 4 Sonnet: Reasoning Benchmark Face-off GLM-5.1 and Claude 4 Sonnet compared on reasoning benchmarks, context window and price per million tokens, with the trade-off each one forces.
- 2026-07-26 Kimi K2.6 vs GPT-4o: 128K Context Window Performance Evaluate Kimi K2.6 and GPT-4o for long-context workloads with a 128K-token fixture, dated rates, and a reproducible cost method.
- 2026-07-26 LangChain with Chinese AI Models: DeepSeek, GLM and Kimi Use LangChain with DeepSeek, GLM, Kimi and Qwen through one OpenAI-compatible base_url. Setup, streaming, tool calling, RAG, fallbacks and live pricing.
- 2026-07-26 LlamaIndex + DeepSeek: Building RAG on Chinese AI Models Build a LlamaIndex RAG pipeline on DeepSeek, GLM and Kimi using OpenAILike. Embeddings, reranking, streaming, vector stores and real token costs.
- 2026-07-26 n8n and Dify with DeepSeek: No-Code AI Workflows Use DeepSeek, GLM and Qwen in n8n and Dify through a custom base URL. Credential setup, three workflows, cost maths and unattended failure modes.
- 2026-07-26 Using DeepSeek API with OpenCode CLI in Your Terminal <strong>Published:</strong> 2026-07-07 | <strong>Category:</strong> Developer Tools | <strong>Reading Time:</strong> 8 min.
- 2026-07-26 Python SDK Guide: DeepSeek, GLM and Kimi in Python Call DeepSeek, GLM and Kimi from Python with the official openai package. Async, streaming, structured output, tool calling, retries and cost tracking.
- 2026-07-26 Qwen3 Coder 480B : Coding Benchmark Deep Dive
- 2026-07-26 Qwen3 Coder 480B vs GPT-4o: Coding Benchmark Showdown If your team burns through thousands of API calls a day on code generation, a 24x price difference changes everything.
- 2026-07-26 Qwen 3.5 vs DeepSeek V4 Pro vs GLM-5: Chinese AI Model Showdown Qwen 3.5 397B, DeepSeek V4 Pro, and GLM-5 compared on coding, cost, and Chinese language. Which Chinese AI model fits your use case?
- 2026-07-26 Vercel AI SDK + DeepSeek: Streaming Chat in Next.js Wire the Vercel AI SDK to DeepSeek, GLM and Kimi with one baseURL. Streaming routes, useChat, tool calling, structured output and deployment gotchas.
- 2026-07-20 DeepSeek V4 Pro: The Complete Developer Guide (2026) Everything you need to know about DeepSeek V4 Pro: architecture, benchmarks, pricing, API setup, and real-world use cases. The most comprehensive guide availabl
- 2026-07-20 DeepSeek V4 Pro vs GPT-4o: Full Benchmark Suite (2026) Head-to-head benchmark comparison of DeepSeek V4 Pro vs GPT-4o across coding, reasoning, multilingual, and cost. Real test data, not marketing claims.
- 2026-07-20 Fine-Tuning LoRA on Qwen3: Step-by-Step Guide Fine-tune Qwen3 with LoRA/QLoRA on a single GPU. Step-by-step guide with real code, cost analysis, and production deployment tips.
- 2026-06-27 How to Access DeepSeek V4 Pro Without a Chinese Phone Number (2026 Guide) Learn the developer workflow for calling DeepSeek V4 Pro through an OpenAI-compatible gateway, including authentication, code, and billing checks.
- 2026-06-26 ERNIE 4.0 API: Baidu's Most Advanced Model — Complete Guide Complete ERNIE 4.0 API guide from Baidu. Access via OpenAI-compatible API (AIWave). Pricing $0.55/M tokens, Python tutorial, knowledge retrieval.
- 2026-06-26 GLM-5 & GLM-4.6 API: Complete Guide 2026 Complete GLM-5 and GLM-4.6 API guide from Zhipu AI. Pricing $0.14/M input tokens, prepaid tier, Python & Node.js tutorials, function calling.
- 2026-06-26 Qwen3 API Guide: Complete Tutorial for Alibaba's Qwen Models Complete Qwen3 API guide covering all model variants. Qwen3-72B, Qwen3-Coder-480B, Qwen3-VL vision model, Qwen3-Turbo.
- 2026-06-23 Kimi API Guide for International Developers (2026) Set up Kimi API calls for international development workflows. Cover authentication, context, streaming, errors, and how to verify current model pricing.
- 2026-06-22 Chinese AI Models Comparison 2026 Compare DeepSeek, GLM, Kimi, and ERNIE for coding, reasoning, context, and cost. Match a Chinese AI model to your workload with practical checks.
- 2026-06-21 How to Access DeepSeek API Without a Chinese Phone Number: The 2026 Guide Follow a developer-focused DeepSeek API setup guide covering keys, OpenAI-compatible requests, model selection, testing, and responsible production use.
- 2026-06-19 DeepSeek Reasoner (R1): How Chain-of-Thought Reasoning Changes Everything Learn how to integrate a reasoning-focused DeepSeek model, control prompts and budgets, inspect outputs, and connect an OpenAI-compatible client.
- 2026-06-17 DeepSeek vs GLM vs Kimi vs ERNIE: 2026 Developer Comparison Compare Chinese AI models across coding, reasoning, multilingual work, context, and API operations. Choose with a repeatable evaluation checklist.
- — Test DeepSeek on your workload
- — How to Access Chinese AI Models Without a regional mobile number Access DeepSeek, GLM, Kimi and ERNIE through one OpenAI-compatible API. Compare options, configure your client and follow practical code examples.
- — DeepSeek API Access Overseas: Stable Routes for Tier 1 Teams
- — DeepSeek API Rate Limits and Concurrency for Production Teams
- — DeepSeek vs GLM vs Kimi: An API Evaluation Matrix for Production Workloads Build a repeatable DeepSeek, GLM, and Kimi API evaluation matrix using quality gates, route evidence, dated prices, and workload-specific acceptance tests.
- — DeepSeek GLM Kimi Fallback Matrix for Production Agents
- — DeepSeek vs GLM vs Kimi Route Receipts for Production Teams Compare DeepSeek, GLM, and Kimi route receipts with live AIWave rows, source dates, cache fields, output caps, and fallback evidence.
- — DeepSeek Responses API Acceptance Tests for Coding Agents
- — DeepSeek Responses API Migration Checklist for OpenAI-Compatible Gateways Migrate a DeepSeek integration toward Responses API semantics with capability checks, fallback boundaries, receipts, and dated AIWave route evidence.
- — DeepSeek Responses Streaming Receipts for API Trials
- — DeepSeek V3.2 Fallback Canaries for OpenAI-Compatible Routes Use DeepSeek V3.2 and V4 fallback canaries with live AIWave prices, route receipts, error classes, and rollback evidence.
- — DeepSeek V4 Agent Route Receipts for Pro and Flash Route planning and execution workloads across DeepSeek V4 Pro and Flash with dated prices, cache-aware budgets, and bounded agent canaries.
- — How to Use DeepSeek V4 in Cursor IDE — Complete 2026 Setup Guide
- — DeepSeek V4 Flash Complete Guide: Setup, Pricing & Best Practices Configure DeepSeek V4 Flash through AIWave's OpenAI-compatible endpoint, with a dated HTTP 200 smoke test, model response, and setup checks.
- — DeepSeek V4 Flash Vision Exp Budgeting for Multimodal API Trials
- — DeepSeek V4 Legacy Model Names: An OpenAI-Compatible Migration Runbook Handle DeepSeek V4 model-name retirement safely with alias checks, concurrency-aware canaries, dated prices, and an OpenAI-compatible migration record.
- — DeepSeek V4 Peak and Off-Peak Routing for Production Agents
- — DeepSeek V4 Peak Windows and Cache-Hit Budgeting for US Teams
- — DeepSeek V4 Pro API Access for 1M Context Coding Agents
- — DeepSeek V4 Pro API: A Developer's Guide
- — DeepSeek V4 Pro: Real Benchmark Data & Performance Analysis Pricing verified as of 2026-08-19. DeepSeek changed to peak/off-peak pricing on 2026-08-17.
- — DeepSeek V4 Pro vs Flash: A Production Router for AI Agents Build a production agent router that assigns DeepSeek V4 Pro and V4 Flash to planning and execution jobs with dated prices, cache controls, and bounded fallback
- — DeepSeek V4 Pro vs Flash Routing Receipts for Agent Queues
- — DeepSeek V4 Pro and Flash Worker Split Acceptance Tests
- — DeepSeek V4 Pro vs GPT-4o: Real Benchmark Data (2026)
- — This early article no longer meets the current evidence standard.
- — Default vs VIP Billing Groups for AIWave API Requests
- — Doubao API: ByteDance's AI Models Explained Doubao through Volcengine Ark: model IDs, dated pricing, OpenAI-compatible requests, and a production integration path.
- — Doubao and Qwen Multimodal Route Budgets for Product Teams Build route budgets for Doubao Seed and Qwen multimodal workloads using live AIWave rows, source dates, and feature-family ledgers.
- — ERNIE 5.1 API: Baidu's Models for Production ERNIE 5.1 on Baidu Qianfan: model IDs, dated rates, OpenAI-compatible requests, and production checks.
- — ERNIE 5.0 Route Ledgers for Enterprise Chinese AI API Trials Plan ERNIE 5.0 and ERNIE 4.5 Turbo trials with source-dated prices, route ledgers, cache fields, and OpenAI-compatible gateway controls.
- — ERNIE Speed API Routing for Global SaaS Workloads
- — This early article no longer meets the current evidence standard.
- — This early article no longer meets the current evidence standard.
- — GLM-5 API Integration Guide: Python, Tools and Pricing | AIWave
- — GLM-5 API Route Receipts for OpenAI-Compatible Gateways
- — GLM-5.1 Cached-Input Regression Tests for API Migrations
- — GLM-5.2 vs DeepSeek V4: Cache-Aware Routing for Enterprise APIs
- — GLM 5.3 Flash Live Route Canaries for Enterprise API Budgets Use GLM 5.3 and GLM 5.3 Flash live AIWave rows, Z.AI source checks, cache controls, and route canaries before enterprise rollout.
- — GLM-5.3 Flash Promotion Expiry Controls for API Budgets
- — GLM-5.3 Migration Cache and Tool Ledger for API Teams
- — GLM Tool Calling and Structured Output Contract Tests for API Teams Build GLM tool-calling and structured-output contract tests with bounded schemas, receipt fields, rollback rules, and source-dated AIWave pricing.
- — GLM Web Search and Media-Fee Controls for Production Routes Plan GLM production routes with web-search fees, image and media billing, cached-input rows, live AIWave pricing, and release gates for tool-enabled workloads.
- — GLM-5 Agent Evaluation Matrix: Reasoning, Tools, and Rollback Gates Evaluate GLM-5 for agent workloads with task slices, tool safety, structured outputs, budget receipts, and rollback gates.
- — GLM-5 vs GLM-5-Turbo: Output Budget Policies for API Teams Choose GLM-5 and GLM-5-Turbo by output budget and task contract, with source-dated AIWave rates and bounded production canaries.
- — H200 GPU Rental vs Chinese AI API Capacity Planning for Production Teams Compare H200 GPU rental with a hosted Chinese AI API using workload fit, capacity evidence, operational ownership, and source-dated AIWave rates.
- — Kimi K2.6: 128K Long Context Performance Guide Pricing verified as of 2026-08-19. DeepSeek changed to peak/off-peak pricing on 2026-08-17.
- — Kimi K3 Context Windows: Retrieval and Output Controls for Coding Agents Use Kimi K3's long context deliberately with retrieval budgets, prefix versioning, output ceilings, and dated AIWave route evidence.
- — Kimi K3 Prompt Cache Prefix Versioning for Long-Context API Budgets Control Kimi K3 long-context spend with versioned prefixes, cache receipts, invalidation rules, output ceilings, and dated AIWave route evidence.
- — Kimi K3 Repeated-Context Ledgers for Coding Agents
- — Kimi K3 Review: Moonshot's Latest Model for Coding and Reasoning Kimi K3 tested on coding, reasoning, and cost. 128K context, $0.30/$0.90 per million tokens. When to use it.
- — Kimi K3 Review: Benchmarks, Pricing & Developer Guide (2026) Evaluate Kimi K3 with a dated AIWave API smoke test, OpenAI-compatible setup fields, returned usage, and operational limits to verify yourself.
- — Kimi and Qwen Coding Agent Fallbacks with an OpenAI-Compatible API
- — MiMo API: Xiaomi's Long-Context AI Models MiMo V2.5 Pro API guide: 1M-token context planning, dated rates, model IDs, and long-context safeguards.
- — MiMo V2.5 Pro Route Evidence for Long-Horizon Coding Agents Evaluate MiMo V2.5 Pro with official source checks, AIWave route rows, long-context agent budgets, and redacted coding-agent receipts.
- — MiniMax M2 and M3 Route Ledgers for Agent Workloads Plan MiniMax M2 and M3 API trials with live AIWave rows, cache fields, long-context acceptance tests, and route ledgers.
- — MiniMax M2.7 Highspeed Receipts for Agent Workload Trials Evaluate MiniMax M2.7 and M2.7 Highspeed with live AIWave rows, MiniMax model context, route receipts, retry limits, and budget evidence.
- — MiniMax M3 API: Complete Integration Guide A practical MiniMax M3 API guide covering model IDs, long-context requests, dated rates, and integration safeguards.
- — Moonshot v1 128K API Context Receipts for Evaluators Evaluate Moonshot v1 128K routes with source-dated AIWave prices, context receipts, output caps, and procurement-ready evidence.
- — Moonshot v1 Auto Route Pins for 128K API Buyers Use live Moonshot and Kimi route rows, explicit model pins, and 128K acceptance tests before approving long-context API traffic.
- — Nine Provider Accounts vs One Chinese AI Gateway
- — OpenRouter Alternative for Long-Context DeepSeek Routing
- — Qwen API Batch or Context Cache: Choose the Billing Mode Per Request Design Qwen API request policies around Batch versus context caching, thinking-token accounting, tool fees, and source-dated AIWave route evidence.
- — Qwen API Batch, Thinking, and Tool-Fee Budget Controls
- — Test Qwen on your workload
- — Qwen Context Cache Modes for Long-Context API Ledgers
- — Qwen Kimi GLM Add-On Billing Ledger for API Teams
- — Qwen Max and Flash Route Budget Tests for SaaS Agents Design Qwen Max and Flash route budget tests with source-dated AIWave rows, output caps, fallback rules, and SaaS agent receipts.
- — Qwen Multimodal API Selection: Text, Vision, Audio, and Embedding Billing Boundaries Choose Qwen text, vision, audio, omni, embedding, and reranking routes with explicit capability and billing boundaries.
- — Qwen Thinking-Token and Tool-Fee Gates for API Budgets Gate Qwen API routes with thinking-token controls, tool-fee capture, batch and cache policy, dated AIWave rows, and release-review evidence.
- — Qwen Tool and Batch Billing Fields for SaaS API Ledgers
- — Qwen3.5 Omni Flash Budget Gates for Multimodal Product Teams Plan Qwen3.5 Omni Flash and Plus trials with live AIWave rows, Qwen source context, output caps, multimodal evidence, and buyer-ready receipts.
- — QwenCloud Failed-Call and Cache Ledger Controls for SaaS APIs
- — How to Connect SillyTavern to Kimi K2.6 for 128K Context Roleplay A rate comparison only holds for a stated token mix and date. Recalculate it against your workload before changing traffic.
- — StepFun API: Chinese AI Models for Coding StepFun API for coding workloads: the Step 3.7 model ID, dated rates, OpenAI-compatible code, and rollout checks.
- — StepFun Flash Route Canaries for Agent API Budgets Use StepFun Flash route canaries, live AIWave rows, cache fields, and stop-reason receipts before promoting agent workloads.
- — VSCode + Continue + DeepSeek: AI Coding Without the GPT-4o Price Tag Set up Continue.dev in VSCode with DeepSeek V4 for AI autocomplete and chat. Same workflow, fraction of the cost.
03 Pricing & Cost 118
- 2026-09-12 Chinese AI Model Pricing Tracker (September 2026) A dated, filter-ready table of AIWave base rates for DeepSeek, GLM, Kimi, ERNIE, MiniMax, Qwen, Doubao, StepFun, and MiMo routes.
- 2026-08-21 Chinese AI API Cost Governance for SaaS Teams
- 2026-08-20 ERNIE API Pricing for SaaS Routing and Cost Ledgers
- 2026-08-19 AI API Pricing Comparison July 2026 Compare AI API token costs and workload economics across major models. Use the examples and live pricing links to build a defensible budget.
- 2026-08-19 AIWave vs SiliconFlow: Chinese AI API Pricing and Routing Compare AIWave and SiliconFlow with dated USD/CNY rate snapshots, cache semantics, and routing decisions.
- 2026-08-19 DeepSeek API Pricing 2026: V4 Flash, V4 Pro Breakdown DeepSeek V4 Flash and V4 Pro pricing explained with input, output, cache, and budget examples. Verify current rates in the official and live pricing pages.
- 2026-08-19 DeepSeek V4 Peak Pricing Budget Locks for SaaS Agents
- 2026-08-18 DeepSeek V4 Peak Pricing: A Cost Impact Analysis for API Teams Quantify the August 17 DeepSeek V4 peak schedule with monthly Flash and Pro scenarios, cache-aware math, and a predictable AIWave comparison.
- 2026-08-18 DeepSeek V4 Pro vs Flash: When to Use Each After Pricing Changes A capability-first guide to DeepSeek V4 Pro and Flash routing, cache-aware costs, and peak-window operations.
- 2026-08-18 Migrating From DeepSeek Direct to a Multi-Provider API After the Price Hike A practical migration guide for moving from direct DeepSeek calls to a tested OpenAI-compatible multi-provider architecture.
- 2026-08-17 ERNIE API Pricing and Fallback Planning for Global SaaS
- 2026-08-16 Chinese AI API Cost Governance for SaaS Teams in 2026
- 2026-08-16 DeepSeek V4 Pro and Flash Routing After the August 16 Price Change
- 2026-08-14 Qwen, GLM and Kimi Cost Governance for SaaS Teams
- 2026-08-13 AIWave Pricing Page Procurement Checklist for Tier 1 Developers
- 2026-08-13 Chinese AI API Cost Governance for SaaS Teams
- 2026-08-13 ERNIE API Pricing Router for OpenAI-Compatible Production Workloads
- 2026-08-10 Qwen, GLM and Kimi Cost Governance for SaaS Teams
- 2026-08-09 Qwen, GLM and Kimi API Cost Governance for SaaS Teams
- 2026-08-08 Chinese AI API Cost Governance for GDPR-Aware SaaS Teams
- 2026-08-05 DeepSeek V4 Flash Pricing vs GPT-4o: A Production Cost Comparison DeepSeek V4 Flash pricing vs GPT-4o: a reproducible USD cost table, workload guidance, and OpenAI-compatible Python integration for production teams today.
- 2026-08-05 ERNIE 5.1 API Guide: Authentication, Requests, and Pricing ERNIE 5.1 API guide for developers: authentication, OpenAI-compatible Python requests, live USD pricing, and migration notes for production teams. for teams
- 2026-08-05 GLM-5.1 vs GPT-4o: Context, Reasoning, Coding, and Cost GLM-5.1 vs GPT-4o comparison for developers: context, reasoning, coding, multilingual tasks, live USD pricing, and an OpenAI-compatible switching plan.
- 2026-08-05 Kimi K2.5 API Access: OpenAI-Compatible Setup and Cost Guide Kimi K2.5 API access guide for developers: OpenAI-compatible Python setup, live USD pricing, context planning, and production safeguards today at scale.
- 2026-08-04 GLM and Qwen Tool Costs in a GDPR-Aware API Router
- 2026-08-03 ERNIE API Pricing and OpenAI-Compatible Migration for US Developers
- 2026-08-03 Qwen, GLM, Kimi and DeepSeek Cost Control for SaaS Teams
- 2026-08-02 Kimi K3 and GLM-5.2 for Coding Agents: Cost Controls Before Scale
- 2026-08-01 DeepSeek, Kimi, GLM and Qwen: A Developer Router for August 2026
- 2026-08-01 Build a Cost-Aware Python Router for Chinese AI APIs
- 2026-08-01 DeepSeek V4 Flash API Pricing: Cache Costs and a Practical Budget
- 2026-07-29 Kimi K3 API Guide: Pricing, Setup & Code Examples Complete Kimi K3 API guide covering pricing, authentication, Python and JavaScript code examples, streaming, and function calling setup.
- 2026-07-29 Qwen 3.5 Complete Guide: Models, Pricing & API Setup Set up Qwen 3.5 API calls with OpenAI-compatible code. Review model selection, context, evaluation, and where to check live pricing.
- 2026-07-26 AI API Cost Optimization Guide 2026: Smart Model Routing & Multi-Model Orchestration Complete guide to cutting AI API costs by 10-30x using model routing, multi-model orchestration, and cost tracking. Real production data and Python code include
- 2026-07-26 Aider, Cline and Zed with Chinese AI Models Configure Aider, Cline and Zed to use DeepSeek, GLM and Qwen. Exact settings for each tool, token costs compared, and which suits which job.
- 2026-07-26 Best Value AI APIs 2026: Chinese Models That Save You Money
- 2026-07-26 Building a Multi-Model AI Chatbot with Python Build a multi-model chatbot with task-based routing, working code, and a dated cost comparison. Measure each route before using it in production.
- 2026-07-26 Claude API Too Expensive? How to Switch to Chinese Models Claude Sonnet 4 costs $3/$15 per million tokens. DeepSeek V4 Pro delivers comparable results for $1.32/$3.96. Migration guide.
- 2026-07-26 DeepSeek API Complete Guide: Pricing, Features & Integration Complete DeepSeek API guide for 2026: V4 Pro pricing, code examples, authentication, and migration tips. Access DeepSeek without a Chinese phone number on AIWav
- 2026-07-26 DeepSeek V3 vs V4: What Actually Changed, and What It Costs Compare DeepSeek V3, V3.2, V4 Flash and V4 Pro on live USD pricing, with a decision rule for picking one without running a benchmark suite.
- 2026-07-26 ERNIE 5.1 Review: Chinese Language AI Performance & Pricing
- 2026-07-26 Fish Audio API Pricing Guide: Compare TTS Costs in 2026 Complete Fish Audio API pricing breakdown. Compare TTS providers, find the most cost-effective text-to-speech API, and save up to 80% on voice generation costs.
- 2026-07-26 GLM-5 API Guide: Pricing, Features & How to Access in 2026 Complete GLM-5 API guide covering pricing, benchmarks, and how international developers can access Zhipu's flagship model without a Chinese phone number.
- 2026-07-26 GLM-5.1 Review: Reasoning Benchmarks, Pricing & Real Performance Data
- 2026-07-26 GLM API Pricing Guide: Save 80% on Your Large Language Model Costs GLM API pricing guide 2026: compare GLM-4, GLM-4.6, and GLM-5 costs. Learn how to save 80% on LLM API bills with Zhipu AI models on AIWave.
- 2026-07-26 Grok API Pricing Guide: Compare Costs & Save Money in 2026 Grok API pricing comparison 2026: compare xAI Grok costs vs OpenAI, DeepSeek, and GLM. Find the most cost-effective AI API for your use case and start saving to
- 2026-07-26 Minimax API Pricing Guide: Get the Best Value in 2026 MiniMax API pricing guide 2026: compare M2.5 and older model costs. Get creative writing and multimodal AI at fraction of GPT-4 prices with AIWave.
- 2026-07-26 Minion 2.0 API Pricing Guide: Cost-Effective Solutions for 2026 Minion 2.0 API pricing 2026: complete cost breakdown, token rates, and comparison with alternative models. Build cost-effective AI apps with AIWave.
- 2026-07-26 Building a Multi-Model AI Router in Python Route AI API requests across multiple models by complexity. 80% simple requests on cheap models, 20% complex on premium. Save 60% on LLM costs with a Python rou
- 2026-07-26 Chinese AI API Access: A Controlled Quickstart — Email or GitHub account options Needed Developer guide to Chinese AI API access, model selection, OpenAI-compatible calls, and live billing options for international teams.
- 2026-07-26 Benchmark and route evaluation Use one OpenAI-compatible API for Chinese AI routes from 9 Chinese AI providers. Compare model selection, pricing, keys, and a practical migration path for deve
- 2026-07-26 OpenRouter API Pricing Guide: Why Pay 10x More? When evaluating API providers for your AI applications, OpenRouter emerges as a competitive option in the developer ecosystem. However, as businesses scale th
- 2026-07-26 Together AI vs Chinese Model APIs: Pricing and Trade-offs How Together AI compares to a Chinese model gateway: catalogue differences, account access, live USD pricing and a fair way to evaluate both.
- 2026-07-26 Token Economics 101: How to Pick the Right AI Model for Every Task Every AI API call costs money, and the difference between a well-chosen model and a poorly-chosen one isn't 10% — it's often 100× or more. Understandi.
- 2026-07-20 How to Build a RAG Pipeline with Chinese AI Models Build a small, testable RAG pipeline with local retrieval, an OpenAI-compatible Chinese model route, source labels, and a dated cost check.
- 2026-07-20 Chinese AI API Pricing Comparison 2026: each listed route, Every Number
- 2026-07-20 GLM-5.1 Complete Review: Benchmarks, Pricing & Use Cases (2026) In-depth review of GLM-5.1 by Zhipu AI. Benchmarks, pricing, API integration, multilingual performance, and why it's the best-value flagship Chinese AI model fo
- 2026-07-20 Multi-Model AI Architecture: Route, Failover & Cost Optimization Build a production multi-model AI application with explicit routing, bounded fallback, and cost optimization.
- 2026-07-08 DeepSeek V4 Pro vs GPT-4o: Real Benchmark Data (2026) Head-to-head benchmark comparison of DeepSeek V4 Pro vs GPT-4o: HumanEval, MATH, MMLU scores, pricing analysis, and which model to choose.
- 2026-06-25 DeepSeek V3 vs V4 Pro: Complete Comparison Guide Compare DeepSeek V3 and V4 on API behavior, token economics, context, and migration considerations. Check live model availability before switching.
- 2026-06-25 DeepSeek V4 API: Complete Guide & Tutorial 2026 Complete DeepSeek V4 API guide with pricing, setup and code examples. Use DeepSeek V4 Flash and Pro in minutes.
- 2026-06-25 Kimi K2.5 API: Complete Guide & Tutorial 2026 Set up Kimi K2.5 API calls with an OpenAI-compatible client. Review context, streaming, error handling, and where to verify current pricing.
- 2026-06-23 DeepSeek API Pricing Explained: Real Costs & How to Save 90% Understand DeepSeek API input, output, and cache pricing with token examples. Compare routes and use live rates before estimating production spend.
- 2026-06-19 RAG with Chinese Embedding Models: Build Smarter Search for Pennies Build production RAG pipelines with Chinese embedding models. Semantic search, document Q&A, and knowledge retrieval at 1/50th the cost of OpenAI embeddings
- 2026-06-17 AI API Cost Comparison 2026: Every Major Model, Every Price, Every Scenario Compare AI API pricing, token math, and workload trade-offs across OpenAI and Chinese models. Use live rates before choosing a provider.
- 2026-06-17 Benchmark and route evaluation Review current USD pricing for Chinese AI APIs, token calculations, and routing choices. Confirm live prices and model availability before deployment.
- 2026-06-17 Plan an OpenAI-to-Chinese-AI Migration A migration guide for switching an OpenAI SDK integration to Chinese AI models. Learn the base URL, model mapping, testing, and rollback steps.
- — AI Agent Cost Analysis: Why Chinese Models Change the Economics Real cost breakdown of running AI agents 24/7. Compare DeepSeek, GLM, Kimi vs GPT-4o and Claude. Save up to 95% on agent infrastructure.
- — AI API Observability: Request IDs, Usage Receipts, and Cost Drift for SaaS Teams Build an AI API observability layer with request IDs, redacted traces, token receipts, cost-drift alerts, and dated AIWave route evidence.
- — AI API Pricing Comparison 2026: Every Major Provider, All Numbers Pricing verified as of 2026-08-19. DeepSeek changed to peak/off-peak pricing on 2026-08-17.
- — AIWave API First-Call Checklist: Model IDs, Prices, and Safe Client Tests Use a source-dated first-call checklist for AIWave: verify model IDs, inspect live routes, check USD pricing, protect the key, and capture a safe usage receipt.
- — AIWave Blog Sitelinks for API Evaluators Turn AIWave blog, docs, pricing, status, and trust pages into a source-dated evidence path for Tier 1 API evaluators.
- — AIWave Docs and Pricing Sitelinks for API Evaluators
- — AIWave Pricing: Cache-Aware Forecasting for Chinese AI APIs
- — AIWave Pricing Version Drift Monitor for Chinese AI API Routes
- — AIWave Sitemap Feed and llms.txt Evidence for API Evaluators Use AIWave sitemap, RSS feed, llms.txt, status, OpenAPI, and dated pricing checks to turn brand and site-search impressions into API evaluation evidence.
- — How We Built a Multi-Model Router That Cuts AI Costs 73% Compare the selected model on a versioned acceptance set and verify the dated rate before routing traffic.
- — Cache-Aware Chinese AI API Budget Policy for SaaS Teams Create a cache-aware budget policy for Chinese AI APIs that separates input, cached input, output, tools, retries, and dated route evidence.
- — Chinese AI API Budget Variance Ledger for SaaS Teams Build a source-dated cost ledger for DeepSeek, GLM, Qwen, and Kimi workloads with cache, context, tool, retry, and key-group controls.
- — Chinese AI API Cost Governance for SaaS Engineering Teams
- — Chinese AI API Procurement Checklist: Dated Pricing, Data Boundaries, and Rollback Evidence Evaluate a Chinese AI API gateway with source-dated pricing, route capability checks, data-boundary questions, security evidence, and rollback gates.
- — Context Cache Pricing for Chinese AI APIs: DeepSeek, GLM, Qwen and Kimi
- — DeepSeek Coder vs GitHub Copilot: Cost & Performance DeepSeek Coder vs GitHub Copilot comparison covering cost, coding benchmarks, IDE integration, and which is better for your workflow.
- — DeepSeek Flash September Price Row Canaries for API Gateways Use live DeepSeek Flash and V4 Flash rows, source dates, cache fields, and route canaries before promoting gateway traffic.
- — DeepSeek, GLM, and Kimi Routing Matrix for Cost-Ledger Reviews
- — DeepSeek Reasoning vs GPT-4o Pricing for Agent Routes
- — DeepSeek V4 Concurrency and Price-Window Runbook for Agents
- — DeepSeek V4 Enterprise Cost Router for OpenAI-Compatible Apps
- — DeepSeek V4 Flash API: Setup, Pricing and Production Guide | AIWave
- — DeepSeek V4 Flash Coding Router: Cost Control for Production Apps
- — DeepSeek V4 Peak vs Off-Peak API Cost Forecasts for Cache-Aware Workloads Forecast DeepSeek V4 API spend with peak windows, cache-hit ratios, output ceilings, and source-dated AIWave route evidence.
- — DeepSeek V4 Pro 10M Token Cost Ledger for Tier 1 Teams
- — Cost Comparison: Direct API vs Reseller vs Gateway
- — ERNIE 5.1 API Pricing and Cache-Aware Enterprise Routing
- — ERNIE API Pricing Procurement Scorecard for SaaS Teams
- — AI API FAQ — Everything You Need to Know
- — GLM-5.1 API Pricing and GLM-5.3 Migration Controls
- — GLM and Qwen API Routing: Batch, Cache, and Tool-Cost Controls
- — H100 vs H200: The GPU Battle That's Draining Your Wallet! Compare the candidate routes with a stated token mix and dated rates, then verify route behavior before production use.
- — This early article no longer meets the current evidence standard.
- — Intelligent Retry Patterns for OpenAI-Compatible AI Gateways Design retry patterns for Chinese AI API gateways with error classes, source-dated route rows, idempotency, and budget ceilings.
- — Kimi K2.6 vs K2.5: Model Upgrades, Pricing Changes and Migration Impact Compare Kimi K2.6 and K2.5 pricing, cache support, and migration steps for enterprise teams using Moonshot AI models in production via AIWave.
- — Kimi K3 API Context and Search-Cost Controls for Coding Agents
- — Kimi K3 API Cost Controls for Long-Context Coding Agents
- — Kimi K3 Long-Context Cost Ledger for OpenAI-Compatible Gateways
- — Kimi K3 Web Search Billing: Feature Flags for Coding Agents Put Kimi K3 web search behind an explicit feature flag with cache-aware budgets, output ceilings, dated AIWave prices, and coding-agent receipts.
- — NVIDIA H200 GPU: Pricing, Specs & Performance — Is It Worth the Upgrade? The NVIDIA H200 has arrived — and it's redefining what's possible in generative AI and high-performance computing. As the first GPU to ship with HBM3e
- — Official Price Page Drift Capture for Chinese AI API Workbooks Build source-dated price-page drift captures for DeepSeek, QwenCloud, Z.AI, Kimi, and AIWave before updating API budget workbooks.
- — OpenAI-Compatible Chinese AI API Error Handling: A 401, 402, 429, 5xx, and Timeout Runbook Build a production error runbook for OpenAI-compatible Chinese AI APIs with bounded retries, request receipts, budget stops, and dated route evidence.
- — OpenAI-Compatible AI API Load Testing With Synthetic Fixtures and Concurrency Budgets Plan a safe OpenAI-compatible AI API load test with synthetic fixtures, concurrency budgets, receipt checks, and source-dated AIWave route evidence.
- — OpenAI-Compatible SDK Contract Gates for Chinese Model Routes Gate Chinese model route changes with SDK contract tests, model-list snapshots, usage receipts, and dated pricing evidence.
- — OpenCode + Chinese AI Models: Setup Guide for DeepSeek, GLM & Kimi Configure OpenCode CLI with DeepSeek V4, GLM-5, and Kimi K3. Terminal-native AI coding with verified cost data.
- — How AIWave checkout actually works The current AIWave checkout boundary: PayPal, a $5 minimum top-up, and an explicit explanation of effective request-group pricing.
- — AIWave Pricing JSON vs Live Route Table for API Budgets Separate AIWave's dated public pricing JSON from the live route table before forecasting Chinese AI API workloads.
- — Qwen, GLM and Kimi Real-Time Pricing Router for SaaS AI Workloads
- — Qwen3.7 API Pricing Guardrails for OpenAI-Compatible Apps
- — Compare dated rates on the same workload Reduce AI API spend with model routing, prompt budgets, caching, batching, and measurement. Follow the checklist and validate savings with real data.
- — VIP Key 10 Percent Discount Receipts for AIWave API Teams Use live group-ratio evidence and route receipts to apply AIWave VIP-key discounts without confusing key selection and account upgrades.
04 Benchmarks 8
- 2026-08-05 Chinese LLM API Benchmark 2026: Latency, Context, and Cost Method Chinese LLM API benchmark 2026: a reproducible method for comparing latency, context, output quality, and USD cost across production API providers for teams.
- 2026-07-29 AI API Latency Benchmark 2026: Which Chinese Model Is Fastest? Comprehensive latency benchmark of Chinese AI APIs in 2026. DeepSeek, GLM, Kimi, Qwen tested for TTFT, throughput, and real-world performance.
- 2026-07-29 Chinese AI Embedding Models: BGE vs M3E vs GTE Comparison Compare Chinese AI embedding models: BGE, M3E, and GTE. Benchmarks, pricing, and code examples for RAG and semantic search.
- 2026-07-20 Best AI Models for Code Generation in 2026: Benchmarks & Comparison Comprehensive comparison of the best AI models for code generation in 2026. DeepSeek V4 Pro, Kimi K3, Claude 4, GPT-4o, GLM-5.1 tested on HumanEval, SWE-bench.
- 2026-07-20 Top 10 Chinese AI Models Ranked by Performance (2026) dated comparison of the best Chinese AI models in 2026: DeepSeek V4 Pro, Kimi K3, GLM-5.1, ERNIE 5.1, Qwen3 Coder and more.
- 2026-06-17 Chinese AI for Coding: DeepSeek vs GLM vs Kimi vs GPT-4 (We Actually Tested It) Compare Chinese AI coding models on representative tasks, API ergonomics, and cost. Use the linked model pages to validate current capabilities.
- 2026-06-17 Why Developers Are Switching to Chinese AI in 2026 — And You Probably Should Too A year ago Chinese AI was an afterthought. Now DeepSeek ranks above GPT-4 on benchmarks, GLM-4-Flash is ultra-low cost, and developers are cutting costs by 60-9
- — Compare dated rates on the same workload
05 Architecture & Agents 8
- 2026-08-05 How to Choose the Right AI Model for Coding, Chat, RAG, or Agents Learn how to choose the right AI model for coding, chat, RAG, or agents using a decision tree, live USD rates, and an OpenAI-compatible test plan for teams.
- 2026-07-26 VSCode + ZooCode + Chinese AI Models: Complete Setup Guide
- 2026-07-20 Building an AI Code Review Bot with Chinese Models Build an automated code review bot using DeepSeek V4 Pro. Integrates with GitHub PRs, reviews code quality, security, and performance. Complete tutorial.
- 2026-07-20 Batch Processing with Chinese AI Models: Cost Planning at Scale Learn batch processing patterns for Chinese AI models. Process thousands of prompts asynchronously with DeepSeek V4 Flash for under $1. Complete Python tutorial
- 2026-06-25 Building RAG Pipeline with Chinese AI Models Build a production RAG pipeline with Chinese AI models. Learn retrieval, embeddings, chunking, evaluation, and OpenAI-compatible API integration.
- — AIWave API Key Security: Server-Side Storage, Redaction, and Rotation for Production Protect an AI API integration with server-side keys, log redaction, scoped configuration, rotation drills, and evidence-based route checks.
- — Build a Production-Grade OpenAI-Compatible Client: Stop Treating 200 as a Verdict A practical Python pattern for bounded retries, response validation, sanitized receipts, and request-level accounting on an OpenAI-compatible AIWave route.
- — Context Window Exceeded API Runbook for Long-Context Workloads