Ai development

Learn how to systematically improve AI prompts through iterative refinement and objective evaluation. This comprehensive guide covers the five-step improvement cycle, baseline establishment, applying engineering techniques, and tracking measurable progress from initial scores to production-ready prompts.

Learn how to build a custom hook in Claude Code to prevent access to sensitive files like .env. Step-by-step guide to implementing PreToolUse hooks for file protection with practical code examples.

Learn how to use the Claude Code SDK to run Claude programmatically from your applications and scripts. Available for TypeScript, Python, and CLI with practical examples and use cases.

Learn how to effectively manage context in Claude Code using /init, CLAUDE.md files, file mentions with @, and custom instructions. Master the art of providing the right information at the right time.

Learn how to use fine-grained tool calling in Claude for faster, more granular streaming. Understand JSON validation, buffering delays, and when to enable fine-grained mode.

Learn how to build robust multi-turn conversation loops that handle sequential tool calls automatically. This guide covers refactoring message handlers, implementing conversation loops, managing tool execution, and handling complex scenarios where Claude needs multiple tools to answer a single question.

Master the temperature parameter in Claude to control response creativity and predictability. Learn how to choose the right temperature for different tasks with practical Python examples.

Learn how to use hooks in Claude Code to run commands before or after tool execution. Automate code formatting, testing, access control, and more with PreToolUse and PostToolUse hooks.

Learn practical techniques for implementing changes effectively with Claude, including visual communication with screenshots, Planning Mode, and advanced reasoning capabilities.

Master one-shot and multi-shot prompting techniques in Claude. Learn how to use examples to handle edge cases, define output formats, and improve response quality.