Anthropic builds one-shot features with Claude Code
In a 51-minute walkthrough video, Anthropic engineers demonstrate how they build software using the Claude Code terminal agent and the newly released Claude Fable 5 model. The presentation highlights Fable 5's ability to one-shot complete features, explains how developers can utilize loops to write and review code, details the system prompt of Fable 5, and shows how Claude can be used to write prompts for itself.
Anthropic's inside look at their internal developer workflow shows how the combination of Claude Code and the powerful Fable 5 model is shifting software development from line-by-line coding to high-level system steering.
* The capability of Fable 5 to one-shot entire features represents a significant advancement in agentic coding.
* Implementing loops to write and review code allows developers to automate iteration cycles but demands new practices for code review.
* Self-prompting workflows where Claude writes prompts for itself highlight the power of LLM-guided prompt optimization.
DISCOVERED
1h ago
2026-07-16
PUBLISHED
2h ago
2026-07-16
RELEVANCE
AUTHOR
Av1dlive