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Anthropic released Claude Code Dynamic Workflows. This is not a model update. It changes how AI handles complex tasks.
You give Claude a massive goal. Claude writes a JavaScript script. The script runs in a sandbox.
It works like this:
- It breaks the task into small parts.
- It spawns 1,000 subagents in parallel.
- Independent agents challenge the results.
- Only the final answer enters your window.
Most AI tools bloat your context window. They use a loop of thinking and acting. This costs more tokens as the task grows.
Claude Code moves coordination into code. The agents do not need to chat. This saves space and time.
Look at the Bun port example. One developer moved 750,000 lines of Rust in 11 days. This task usually takes a year.
Comparison:
- Cursor: You lead the agents.
- Copilot: One agent works in a loop.
- Claude Code: The AI writes the script to lead itself.
Your role changes. You stop writing every line. You start:
- Defining strategies.
- Designing check rules.
- Making architecture choices.
- Reviewing final outputs.
Risks exist. Token use is high. The tool is a research preview.
The goal is now workflows as code. This is a new category of software engineering.
Optional learning community: https://t.me/GyaanSetuAi