惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

T
Tailwind CSS Blog
MyScale Blog
MyScale Blog
博客园 - Franky
酷 壳 – CoolShell
酷 壳 – CoolShell
WordPress大学
WordPress大学
有赞技术团队
有赞技术团队
雷峰网
雷峰网
罗磊的独立博客
小众软件
小众软件
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
V
V2EX
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
The Cloudflare Blog
Hugging Face - Blog
Hugging Face - Blog
博客园 - 【当耐特】
博客园 - 司徒正美
Last Week in AI
Last Week in AI
月光博客
月光博客
阮一峰的网络日志
阮一峰的网络日志
美团技术团队
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
量子位
宝玉的分享
宝玉的分享

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
LLM API Tokens burning your Bank even on testing ? Not an...
Georgios Mou · 2026-05-27 · via DEV Community
Cover image for LLM API Tokens burning your Bank even on testing ? Not anymore, cuesheet is here to help with that.

Georgios Moustakas

Tests that called #Claude in CI were quietly burning tokens and breaking on every other run.

So I built cuesheet.

One decorator around your test. The first run hits the real API and saves the response to a YAML file you commit to your repo. Every run
after that replays from the file. Byte-identical, no network, no cost.

It works with any Python SDK that sits on httpx, which is most of them in 2026. #Anthropic, #OpenAI, #Google Gemini, #Mistral AI, #DeepSeek AI, and more, Together.

The pytest plugin auto-discovers cassettes in tests/cassettes/. Streaming responses get recorded as raw SSE chunks and replayed in order. API keys, JWTs, and emails are scrubbed before write so cassettes are safe to commit.

There is a local web UI too. Dark + ochre, watches the filesystem, refreshes live as your tests record new conversations. Useful for code review and for the "what did the model actually say" moment.

v0.2.0 is out today.

GitHub: https://github.com/gmoustakas/cuesheet
Project Details: https://www.georgemou.gr/projects/cuesheet

Open source, MIT. If you have been writing LLM tests and quietly hating it, this might give you a few hours back.