Source link : https://tech365.info/claude-codes-duties-replace-lets-brokers-work-longer-and-coordinate-throughout-periods/
One of many greatest constraints at the moment dealing with AI builders who need to deploy brokers in service of their particular person or enterprise targets is the “working memory” required to handle advanced, multi-stage engineering tasks.
Sometimes, when a AI agent operates purely on a stream of textual content or voice-based dialog, it lacks the structural permanence to deal with dependencies. It is aware of what to do, however it typically forgets why it’s doing it, or in what order.
With the discharge of Duties for Claude Code (launched in v2.1.16) final week, Anthropic has launched an answer that’s much less about “AI magic” and extra about sound software program engineering rules.
By shifting from ephemeral “To-dos” to persistent “Tasks,” the corporate is basically re-architecting how the mannequin interacts with time, complexity, and system assets.
This replace transforms the instrument from a reactive coding assistant right into a state-aware mission supervisor, creating the infrastructure essential to execute the subtle workflows outlined in Anthropic’s just-released Finest Practices information, whereas current changelog updates (v2.1.19) sign a concentrate on the soundness required for enterprise adoption.
The structure of company: from ephemeral to persistent
To know the importance of this launch for engineering groups, we should take a look at the mechanical variations between the previous “To-do” system and the brand new “Task”…
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Author : tech365
Publish date : 2026-01-26 21:34:00
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