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于侃

Building NovAI: one key for 109 models incl. Zhipu Flash free tier. I write about API economics - what a finished task costs, not what a token costs. Price by billing unit: aiapi-pro.com/chinese-ai-ap

Location Changsha, China Joined Joined on  Personal website https://aiapi-pro.com github website twitter website

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Founder at NovAI

How to verify an AI coding agent actually finished the task (5 checks)

How to verify an AI coding agent actually finished the task (5 checks)

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3 min read

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The restart budget is a sum, not a default

The restart budget is a sum, not a default

Comments
2 min read
Monitoring that survives a rollback: 3 things to separate from the deploy unit

Monitoring that survives a rollback: 3 things to separate from the deploy unit

Comments 2
3 min read
Failover between LLM providers: a 20-line script and the 3 failure modes

Failover between LLM providers: a 20-line script and the 3 failure modes

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3 min read
A quote lock's TTL is a cost parameter, not a UX one

A quote lock's TTL is a cost parameter, not a UX one

Comments 4
3 min read
Your prefill/decode split has a network bill nobody puts in the diagram

Your prefill/decode split has a network bill nobody puts in the diagram

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3 min read
LLM agent cost: the 3 numbers that decide your bill (not price per token)

LLM agent cost: the 3 numbers that decide your bill (not price per token)

Comments
4 min read
Your idempotency key cannot prove what you were charged for

Your idempotency key cannot prove what you were charged for

Comments 4
4 min read
Four cost gates that decide your token bill (none of them is the price per token)

Four cost gates that decide your token bill (none of them is the price per token)

Comments 3
4 min read
The $0.27 vs $5 AI API Showdown Nobody's Talking About

The $0.27 vs $5 AI API Showdown Nobody's Talking About

Comments 2
2 min read
Why I Stopped Overpaying for AI APIs (And Built a Gateway to Chinese Models Instead)

Why I Stopped Overpaying for AI APIs (And Built a Gateway to Chinese Models Instead)

Comments 3
2 min read
NovAI Agent - Open Source AI Coding Assistant for Automated Code Review & Refactoring

NovAI Agent - Open Source AI Coding Assistant for Automated Code Review & Refactoring

Comments 2
1 min read
AI API Latency Test: US Servers vs Hong Kong from Asia

AI API Latency Test: US Servers vs Hong Kong from Asia

Comments 4
1 min read
DeepSeek API Timeout? 5 Alternatives with Lower Latency from Asia

DeepSeek API Timeout? 5 Alternatives with Lower Latency from Asia

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Comments 2
2 min read
I Made a Free GitHub Copilot Alternative Using Chinese AI Models

I Made a Free GitHub Copilot Alternative Using Chinese AI Models

Comments 1
2 min read
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