Blog
Tips, tutorials, and updates from the EzAI team
How Teams Migrate from OpenAI to Multi-Model with EzAI
Step-by-step migration guide for dev teams moving from single-provider OpenAI to multi-model AI. Ship Claude, GPT, and Gemini through one endpoint.
Concurrent AI API Requests in Python
Speed up AI workloads 10x by running concurrent API requests with Python asyncio. Includes rate limiting, retries, and batch processing patterns.
How to Debug and Monitor AI API Calls in Production
Set up structured logging, latency tracking, cost alerts, and error diagnostics for production AI APIs with Python and EzAI.
Build an AI Cost Monitoring Dashboard with Python
Track AI API spending, latency, and errors in real-time. Build a custom cost dashboard with Python, SQLite, and the EzAI API.
Build an AI Webhook Processor That Classifies Events
Build a production webhook processor that uses Claude to classify, route, and respond to Stripe, GitHub, and Slack events automatically.
Build AI Semantic Search with Python and Embeddings
Build a search engine that finds documents by meaning, not keywords. Working Python code with embeddings, cosine similarity, and numpy.
AI Agents in Production: Architecture That Scales
Build production-ready AI agents with retry loops, tool routing, memory compression, and multi-model cost optimization. Real Python examples.
Build an AI PDF Analyzer with Python and Claude
Extract text from PDFs and use Claude API to summarize, answer questions, and pull structured data from any document in under 100 lines.
Batch AI API Requests: Process 1000s of Calls Fast
Learn to batch AI API requests with async Python. Process thousands of calls concurrently while respecting rate limits and saving costs.
AI API Error Handling: Retries, Timeouts & Fallbacks
Ship reliable AI features with retries, timeout tuning, model fallbacks, and circuit breakers that keep your app running when APIs fail.
Build an AI Content Moderation API with Python
Build a production-ready content moderation API using Claude AI and FastAPI. Classify text as safe, warn, or block with confidence scores in real time.
Build an AI Web Scraper with Python and Claude
Build an intelligent web scraper that uses Claude AI to extract structured data from any webpage. No CSS selectors — just describe the schema you want.
Build an AI Incident Responder with Python and Claude
Build an AI-powered incident responder that triages alerts, correlates logs, and suggests fixes using Claude via EzAI API. Under $10/month for 500 incidents/week.
Build an AI Code Documentation Generator with Python
Build an AI-powered documentation generator that reads your codebase and produces structured Markdown docs using Claude via EzAI API. ~$0.02 per file.
Build an AI Error Monitor with Python and Claude
Build an AI-powered error monitoring system that classifies exceptions by severity, deduplicates noise, and sends actionable Slack alerts. ~$5/month for 1,000 errors/day.
Build an AI Git Commit Message Generator
Build a 50-line Python CLI that generates Conventional Commit messages from git diffs using Claude or GPT via EzAI API. Full code, git alias setup, and cost breakdown.
Build an AI Data Pipeline with Python and Claude
Build a production-ready ETL pipeline that uses Claude to clean, transform, and enrich messy data. Batched processing, retry logic, and smart model routing.
Build an AI Codebase Q&A Tool with Python
Build a Python CLI that indexes your codebase and answers natural-language questions about it using Claude API via EzAI. Under 120 lines of code.
Build an AI Log Analyzer with Python and Claude
Build a Python CLI that feeds server logs to Claude API, detects errors and anomalies, and outputs structured incident reports with fix suggestions.
Build an AI SQL Query Generator with Python
Turn natural language into production-ready SQL using Python and Claude API. Includes schema-aware prompting, validation, and a FastAPI endpoint.
Build an AI Changelog Generator from Git Commits
Auto-generate professional changelogs from Git commits using Python and Claude API. Includes grouping, batching, and CI/CD integration.
How to Count and Optimize AI API Tokens
Learn how tokens work, count them before sending, and apply 5 strategies to cut your AI API costs by up to 85%.
Build an AI Test Generator with Python and Claude
Auto-generate pytest test suites from source code using Claude API. Includes batch mode, auto-fix loop, and CI/CD integration.
AI Tool Use & Function Calling via API
Build AI agents that call your functions — query databases, hit APIs, and take real actions with Claude's tool use feature.
Build an AI REST API with FastAPI and Claude
Build a production-ready AI REST API with FastAPI — streaming, auth, and rate limiting in under 200 lines of Python.
Build an AI Image Analyzer with Claude Vision API
Build an image analysis API with Claude's vision capabilities — OCR, classification, and descriptions in under 150 lines of Python.
Build an AI Discord Bot with Python and Claude API
Build a Discord bot that responds to mentions and slash commands using Claude — complete code in under 100 lines of Python.
Build an AI GitHub PR Bot with Python and Claude
Build a GitHub PR review bot that auto-reviews pull requests for bugs, security issues, and code smells — under 80 lines of Python.
AI API Pricing in 2026: What Developers Should Know
Compare per-token pricing across Claude, GPT, Gemini, and Grok. Learn which models give the best value and how to cut costs with EzAI.
Cache AI API Responses to Cut Costs by 60%
Proven caching strategies — hash-based, normalization, and semantic — to slash AI API costs and reduce latency in production.
Build an AI Translation API with Python
Build a context-aware translation API with FastAPI and Claude. Supports glossaries, batch processing, and 50+ languages via EzAI.
Build an AI Email Assistant with Python
Build a Python email assistant that classifies, prioritizes, and drafts replies using Claude API. Working IMAP integration and smart reply generation.
Build an AI Document Summarizer with Python
Build a Python document summarizer that handles PDFs and long texts using map-reduce with Claude API. Includes async processing and cost optimization.
Multi-Model Fallback: Keep Your AI App Running 24/7
Build a resilient AI app with automatic failover between Claude, GPT, and Gemini. Never go down because one provider has an outage.
Build an AI Slack Bot with Python and Claude API
Build a production-ready AI Slack bot with thread-aware conversations, slash commands, and smart cost optimization in under 30 minutes.
AI Model Routing: Pick the Right Model for Every Task
Stop using one model for everything. Route tasks to the right AI model and cut costs by 60% without losing quality.
Automate Code Reviews with AI APIs in Your CI Pipeline
Build an automated AI code reviewer with Python and GitHub Actions. Working scripts that post inline review comments on PRs.
Build an AI-Powered CLI Tool with Python in 15 Min
Build a terminal AI assistant that handles piped input, file analysis, and multi-turn conversations. Under 100 lines of Python.
How to Handle AI API Rate Limits Like a Pro
Implement exponential backoff, read rate limit headers, and build request queues that keep your AI app running under load.
How to Migrate from OpenAI to Claude API in 30 Minutes
Step-by-step migration guide with working code. Swap endpoints, update fields, and start using Claude through EzAI.
How to Stream AI Responses in Real-Time
Build real-time streaming AI apps with SSE. Working Python, Node.js, and curl examples for Claude, GPT, and Gemini.
AI Extended Thinking: When It Helps and When It Wastes Tokens
When to enable extended thinking, when to skip it, and how to set the right budget. With working code for Claude, GPT, and Gemini.
Build a RAG Chatbot with Python and Claude API
Full working code: chunk documents, build a vector index, and generate grounded answers with citations using Claude.
Claude Opus 4.6 vs GPT-5.2 vs Gemini 3.1 Pro — AI Model Comparison 2026
Real benchmark data: SWE-Bench, GPQA, ARC-AGI-2 scores. Pricing, strengths, and which AI model to use when.
Claude Code vs Cursor vs Cline — Which AI Coding Tool is Best in 2026?
Honest comparison of five AI coding tools. Setup, pricing, model support, and which one fits your workflow.
7 Ways to Reduce AI API Costs Without Losing Quality
Cut your AI spending by 50-80% with model routing, prompt caching, token optimization, and smart request management.
Getting Started with EzAI API in 5 Minutes
Set up EzAI API and make your first AI call in under 5 minutes. Works with Claude Code, Cursor, and any Anthropic-compatible tool.
Free AI Models — Use AI Without Spending a Dime
Three powerful AI models available at zero cost. No credit card required. Learn how to get started with free AI through EzAI API.
How to Use EzAI API with Cursor, Cline & Other Tools
Step-by-step guide to setting up EzAI API with popular development tools including Cursor, Cline, Aider, and the OpenAI SDK.