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Mattias chaw

Building AIWave API — one unified API for Chinese AI models

Joined Joined on  Personal website https://aiwave.live/
Build a first-success telemetry loop for AI API onboarding
aiwave profile

Build a first-success telemetry loop for AI API onboarding

#ai #api #devops #observability
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8 min read

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Build a public evidence bundle for AI API gateways
aiwave profile

Build a public evidence bundle for AI API gateways

#ai #api #devops #python
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Comments 2
9 min read
Build a cache-hit regression harness for long-context AI gateways
aiwave profile

Build a cache-hit regression harness for long-context AI gateways

#ai #api #testing #python
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8 min read
Build an entitlement drift monitor for AI API gateways
aiwave profile

Build an entitlement drift monitor for AI API gateways

#ai #api #observability #saas
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8 min read
Build a route change control gate for AI API gateways
aiwave profile

Build a route change control gate for AI API gateways

#ai #api #devops #python
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8 min read
Build a run receipt schema for multi-provider AI workloads
aiwave profile

Build a run receipt schema for multi-provider AI workloads

#ai #api #devops #python
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8 min read
Build a spend variance triage loop for AI API gateways
aiwave profile

Build a spend variance triage loop for AI API gateways

#ai #api #devops #python
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7 min read
Build a model alias sunset plan for AI API gateways
aiwave profile

Build a model alias sunset plan for AI API gateways

#ai #api #devops #python
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8 min read
When an AIWave trial should stop before the first request
aiwave profile

When an AIWave trial should stop before the first request

#ai #api #devops #python
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7 min read
Pin a Pricing Snapshot Before an AI Agent Run
aiwave profile

Pin a Pricing Snapshot Before an AI Agent Run

#ai #api #devops #python
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8 min read
Build a Streaming Usage Ledger for OpenAI-Compatible AI Gateways
aiwave profile

Build a Streaming Usage Ledger for OpenAI-Compatible AI Gateways

#ai #api #devops #python
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8 min read
Build a Prompt Prefix Registry for Long-Context AI Gateways
aiwave profile

Build a Prompt Prefix Registry for Long-Context AI Gateways

#ai #api #devops #python
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9 min read
Build a request-group audit trail for AI API billing
aiwave profile

Build a request-group audit trail for AI API billing

#ai #api #devops #python
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7 min read
From Four to Nine: One OpenAI-Compatible Route to Chinese AI Models
aiwave profile

From Four to Nine: One OpenAI-Compatible Route to Chinese AI Models

#ai #api #programming #devtools
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4 min read
Build a Nightly Model Evaluation Harness for AI Gateways
aiwave profile

Build a Nightly Model Evaluation Harness for AI Gateways

#ai #api #devops #python
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8 min read
Build a Tool-Cost Preflight for AI Agent Gateways
aiwave profile

Build a Tool-Cost Preflight for AI Agent Gateways

#ai #api #devops #python
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9 min read
Build Capability Contracts for Multi-Model AI Gateways
aiwave profile

Build Capability Contracts for Multi-Model AI Gateways

#ai #api #devops #python
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9 min read
Build a Pricing-Aware Request Queue for AI Gateways
aiwave profile

Build a Pricing-Aware Request Queue for AI Gateways

#ai #api #devops #python
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10 min read
Build an Error Taxonomy for Multi-Model AI API Gateways
aiwave profile

Build an Error Taxonomy for Multi-Model AI API Gateways

#ai #api #devops #python
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9 min read
Build a Context-Window Budget Profiler for AI Agents
aiwave profile

Build a Context-Window Budget Profiler for AI Agents

#ai #api #devops #python
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9 min read
Build a Pricing Source-of-Truth Gate for AI Agent SDKs
aiwave profile

Build a Pricing Source-of-Truth Gate for AI Agent SDKs

#ai #api #devops #python
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8 min read
Build Customer-Facing Model Cards for Chinese AI APIs
aiwave profile

Build Customer-Facing Model Cards for Chinese AI APIs

#ai #api #devops #python
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7 min read
Why Unified Billing Matters When Upstream Pricing Is Volatile
aiwave profile

Why Unified Billing Matters When Upstream Pricing Is Volatile

#ai #api #deepseek #devops
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6 min read
Building with Kimi K3 and GLM-5 in Production
aiwave profile

Building with Kimi K3 and GLM-5 in Production

#ai #api #python #deepseek
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6 min read
Chinese AI API Cost Governance for Startups
aiwave profile

Chinese AI API Cost Governance for Startups

#ai #api #deepseek #saas
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6 min read
Multi-Model Routing with an OpenAI-Compatible API
aiwave profile

Multi-Model Routing with an OpenAI-Compatible API

#ai #api #python #devops
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6 min read
DeepSeek V4 Cache Economics After Peak and Off-Peak Pricing
aiwave profile

DeepSeek V4 Cache Economics After Peak and Off-Peak Pricing

#deepseek #api #ai #devops
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6 min read
DeepSeek's New Peak-Pricing Model: What Developers Need to Know
aiwave profile

DeepSeek's New Peak-Pricing Model: What Developers Need to Know

#ai #api #devops #python
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6 min read
Build an Admission Controller for Chinese AI API Gateways
aiwave profile

Build an Admission Controller for Chinese AI API Gateways

#ai #api #devops #python
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8 min read
Build a Pricing Change Runbook for OpenAI-Compatible Chinese AI SDKs
aiwave profile

Build a Pricing Change Runbook for OpenAI-Compatible Chinese AI SDKs

#ai #api #devops #python
Comments
9 min read
Build a Billing Reconciliation Harness for Chinese AI Model Routers
aiwave profile

Build a Billing Reconciliation Harness for Chinese AI Model Routers

#ai #api #devops #python
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7 min read
Build a Runtime Cost Circuit Breaker for Chinese AI API Routers
aiwave profile

Build a Runtime Cost Circuit Breaker for Chinese AI API Routers

#ai #api #devops #python
Comments
9 min read
Build a Model Catalog Drift Monitor for Chinese AI APIs
aiwave profile

Build a Model Catalog Drift Monitor for Chinese AI APIs

#ai #api #devops #python
Comments 1
9 min read
Build a Migration Harness for OpenAI-Compatible Chinese AI APIs
aiwave profile

Build a Migration Harness for OpenAI-Compatible Chinese AI APIs

#ai #api #devops #python
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7 min read
Build a Route Readiness Scorecard for Chinese AI APIs
aiwave profile

Build a Route Readiness Scorecard for Chinese AI APIs

#ai #api #devops #python
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7 min read
GDPR-Aware AI Usage Ledgers for Multi-Model Applications
aiwave profile

GDPR-Aware AI Usage Ledgers for Multi-Model Applications

#ai #gdpr #api #opensource
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7 min read
A CI Check for Chinese LLM Model Names and Token Budgets
aiwave profile

A CI Check for Chinese LLM Model Names and Token Budgets

#ai #python #javascript #llm
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6 min read
Production Streaming for OpenAI-Compatible LLM APIs: SSE, Timeouts, and Retries
aiwave profile

Production Streaming for OpenAI-Compatible LLM APIs: SSE, Timeouts, and Retries

#ai #api #python #devops
Comments
5 min read
Building a Cost-Aware LLM Router with DeepSeek V4 Flash and GLM-5
aiwave profile

Building a Cost-Aware LLM Router with DeepSeek V4 Flash and GLM-5

#ai #api #python #llm
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5 min read
Kimi K3 Review: Moonshot's Latest Model for Coding and Reasoning
aiwave profile

Kimi K3 Review: Moonshot's Latest Model for Coding and Reasoning

#ai #programming #review #tutorial
Comments
2 min read
DeepSeek V4 Pro vs Claude Sonnet 4: Real Benchmark Data (July 2026)
aiwave profile

DeepSeek V4 Pro vs Claude Sonnet 4: Real Benchmark Data (July 2026)

#ai #programming #deepseek #benchmark
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2 min read
VSCode + Continue + DeepSeek: AI Coding Without the GPT-4o Price Tag
aiwave profile

VSCode + Continue + DeepSeek: AI Coding Without the GPT-4o Price Tag

#vscode #ai #programming #tutorial
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2 min read
Claude API Too Expensive? How to Switch to Chinese Models
aiwave profile

Claude API Too Expensive? How to Switch to Chinese Models

#ai #programming #api #tutorial
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3 min read
OpenCode + Chinese AI Models: Setup Guide for DeepSeek, GLM & Kimi
aiwave profile

OpenCode + Chinese AI Models: Setup Guide for DeepSeek, GLM & Kimi

#ai #productivity #programming #tutorial
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3 min read
"How to Use DeepSeek V4 in Cursor IDE — Complete 2026 Setup Guide"
aiwave profile

"How to Use DeepSeek V4 in Cursor IDE — Complete 2026 Setup Guide"

#deepseek #cursor #setup #tutorial
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4 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments 3
5 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
5 min read
VSCode + ZooCode + Chinese AI Models: Complete Setup Guide
aiwave profile

VSCode + ZooCode + Chinese AI Models: Complete Setup Guide

#ai #aiwave #vscode #china
Comments
6 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
4 min read
How to Connect SillyTavern to Kimi K2.6 for 128K Context Roleplay
aiwave profile

How to Connect SillyTavern to Kimi K2.6 for 128K Context Roleplay

#ai #aiwave #kimi #roleplay
Comments
6 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
4 min read
Using DeepSeek API with OpenCode CLI in Your Terminal
aiwave profile

Using DeepSeek API with OpenCode CLI in Your Terminal

#ai #aiwave #deepseek #cli
Comments
6 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
4 min read
GLM-5.1 vs Claude 4 Sonnet: Reasoning Benchmark Face-Off
aiwave profile

GLM-5.1 vs Claude 4 Sonnet: Reasoning Benchmark Face-Off

#ai #aiwave #glm #claude
Comments 1
5 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
4 min read
AIWave Article
aiwave profile

AIWave Article

#ai #programming #llm
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4 min read
AIWave Article
aiwave profile

AIWave Article

#ai #programming #llm
Comments
4 min read
AI API Pricing Comparison 2026: Every Major Provider, All Numbers
aiwave profile

AI API Pricing Comparison 2026: Every Major Provider, All Numbers

#ai #llm #pricing
Comments
4 min read
ERNIE 5.1 vs GPT-4o: Baidu's Flagship Model Tested
aiwave profile

ERNIE 5.1 vs GPT-4o: Baidu's Flagship Model Tested

#ai #aiwave #ernie #gpt4o
Comments
6 min read
Token Economics 101: How to Pick the Right AI Model for Every Task
aiwave profile

Token Economics 101: How to Pick the Right AI Model for Every Task

#ai #aiwave #pricing #optimization
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7 min read
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