Posted inMonitoring
Mastering OpenAI/Claude Costs and Rate Limits with Prometheus & Grafana
Don't let API bills surprise you. Here's a detailed guide on using Prometheus and Grafana to monitor OpenAI/Claude rate limits and costs in real-time.
Posted inAI
Automating Server Recovery: Building a Self-Healing Linux System with Python and GPT-4o
Build a self-healing Linux system with Python and GPT-4o. Automatically analyze logs, diagnose root causes, and execute commands to restore services quickly.
Posted inDevelopment
Building Multi-Model AI Streaming Chat with Vercel AI SDK and Next.js
A detailed guide on building a multi-model AI streaming chat application (OpenAI, Claude, Gemini) using Vercel AI SDK and Next.js. The optimal solution for modern developers.
Posted inAI
GPTCache: The Secret to Reducing OpenAI Bills by 80% and Speeding Up AI App Responses
Are your OpenAI API bills too high? Learn how to configure GPTCache to reduce costs by 80% and slash AI response times to milliseconds using Semantic Caching.
Posted inAI
Extracting Data from LLMs: Stop Manual JSON Parsing, Use Instructor Instead
Stop worrying about JSON parsing errors with LLMs. Learn how to use Instructor to extract structured data accurately, reliably, and cost-effectively for Python projects.
Posted inAI
LiteLLM Proxy Gateway: A Single API to Manage OpenAI, Anthropic, and Gemini
Learn how to set up LiteLLM Proxy Gateway to centrally manage OpenAI, Anthropic, and Gemini. This solution unifies APIs, optimizes costs, and increases flexibility for AI applications.
Posted inAI
Function Calling: The Key to Connecting AI with the Real World
What is Function Calling? A guide to connecting OpenAI and Claude APIs with real-time data. Learn best practices for error handling, security, and cost optimization when integrating Tool Use.
Posted inAI
Securing AI Service API Keys (OpenAI, Claude, Gemini): A 2 AM Production Lesson
AI service API keys are critical assets requiring strict protection. This guide provides detailed instructions on securing API keys for OpenAI, Claude, and Gemini based on real-world experience, preventing leaks that cause financial damage and service disruption. It covers solutions from environment variables to cloud secret management and service-to-service authentication.
Posted inAI
Whisper OpenAI: A Practical Guide to Speech-to-Text with Python
After six months running Whisper in production, I compare three approaches — Whisper local, Whisper API, and faster-whisper — breaking down the pros and cons, walking through practical Python code, and covering how to handle common issues.
Posted inAI
How to Install and Use AutoGPT to Build Automated AI Agents
A hands-on guide to installing AutoGPT — from the original setup to Docker — comparing 3 deployment methods, handling common errors, and real-world ops automation examples drawn from production experience.