No vibes allowed (AKA live coding with Claude and Code Layer): 🦄 #27 скачать в хорошем качестве

No vibes allowed (AKA live coding with Claude and Code Layer): 🦄 #27

Code: https://github.com/ai-that-works/ai-t... Vaibhav Gupta and Dex demonstrate the power of AI-assisted coding by implementing a complex timeout feature for BAML (a programming language for AI applications) in a live coding session. Starting from a GitHub issue that had been open since March, they showcase a systematic workflow: specification refinement, codebase research, implementation planning, and phased execution. Using Claude and specialized coding agents, they navigate a 400,000+ line codebase, implementing timeout configurations for HTTP clients including connection timeouts, request timeouts, idle timeouts, and time-to-first-token for streaming responses. The session highlights key practices like context engineering, frequent plan validation, breaking complex features into testable phases, and the importance of reading AI-generated code. In under 3 hours of live coding, they achieve what would typically take 1-2 days of engineering time, successfully implementing parsing, validation, error handling, and Python integration tests. Chapters 00:00 Introduction to Live Coding and BAML 05:41 Specifying the Solution: Documentation and Syntax 11:14 Live Coding: Implementing Timeouts 16:34 Researching the Codebase for Timeouts 21:29 Finalizing the Implementation Plan 32:27 Inline Code Examples and Client SDK Generation 37:54 Understanding Timeout Mechanisms 48:51 Leveraging AI for Code Implementation 53:41 Reading and Reviewing Implementation Plans 59:01 Phase One: Parsing and Validation 01:05:06 Refining the Development Process 01:11:25 Testing and Implementation Strategies 01:17:23 AI Model Utilization in Development 01:23:25 Error Detection and Client Handling 01:28:08 Understanding Typographical Errors 01:32:26 Timeouts and Error Management 01:35:59 Compilation and Verification Processes 01:44:45 Integrating Testing with PyTest 01:48:19 Implementing Timeout Functionality 01:54:44 Refactoring and Error Handling 02:03:37 Finalizing Python Tests and Commit