OpenAI Structured Outputs: Strict JSON Every Time
If you have ever shipped an LLM feature, you have hit the same wall. The model returns JSON 95 percent...
Claude Computer Use: Automating UI Tasks End-to-End
If you have ever wired up Selenium or Playwright to scrape a stubborn dashboard, you know the pain. Selectors break,...
Claude Tool Use: Build Reliable AI Workflows in Python
If your LLM app needs to fetch live data, hit a database, or call internal APIs, prompt-only solutions break down...
Claude Extended Thinking: When to Use It and When Not To
If your application sends Claude difficult math, multi-step reasoning, or hard refactors and you want better answers without re-architecting your...
Anthropic Prompt Caching: Cut Claude API Costs by 90%
If your app sends Claude the same long system prompt, RAG context, or tool schema on every request, you are...