What happened
Anthropic launched a dynamic workflows feature in Claude Code on May 28, 2026, the same day as Claude Opus 4.8. The feature lets Claude Code tackle very large problems by breaking them into steps and managing the work as it goes.
Anthropic also gave claude.ai users control over how much effort Claude spends on a task. That lets people trade speed for depth, or depth for speed, based on the job.
Why it matters
Big coding tasks often need many steps, files, and decisions. A tool that plans and manages the work can go further without constant hand holding. This pushes AI coding from quick help toward larger, longer jobs.
Effort controls also matter for cost and time. Simple tasks do not need deep thinking, while hard tasks do. Letting users choose helps balance quality and price.
MintedBrain take
Dynamic workflows fit the move toward agents that run longer on their own. For developers, the win is taking on bigger tasks in one go. Start with a clear goal and review the plan early, so the agent stays on track before it does a lot of work.
Discussion
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