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Chronicles

The story behind the story

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Anthropic launches a repeatable routines feature for Claude Code as a research preview, allowing developers to schedule and automate software development tasks

Zac Hall /9to5Mac:

9to5Mac Zac Hall

Context & Ripple Effects

Anthropic has been extending Claude from a coding assistant into a broader work environment: Cowork was introduced as a Claude Code-based research preview, later expanded with computer use, and then made available across paid plans with enterprise-oriented additions.

Repeatable routines add persistence and scheduling to that arc. Rather than asking Claude to act only in a prompted session, developers can define recurring software-development work for Claude Code to run as an ongoing workflow.

First-order effects

  • Developers in the Claude Code research preview can schedule repeatable software-development tasks instead of manually initiating each run.
  • Anthropic gains another automation layer atop Claude Code, while keeping the capability in preview as it evaluates the workflow.

Second-order effects

  • Teams using Claude Code can shift suitable recurring engineering chores into standardized routines, increasing the importance of review, permissions, and monitoring around automated output.
  • Competing coding assistants and developer-tool vendors face pressure to pair interactive code generation with recurring, workflow-level automation rather than treating chat or one-off agent sessions as the product boundary.

Third-order effects

  • If such previews become dependable and broadly available, the competitive unit in AI coding may move from the individual coding interaction to the managed software-delivery workflow.
  • The expansion from Cowork to computer use and scheduled routines points toward assistants becoming operational work surfaces; adoption will hinge on whether organizations can safely govern autonomous actions across their tools and processes.

The trend: AI coding products are evolving from prompt-driven assistants into agentic work surfaces that can carry out recurring tasks across a developer’s workflow.

Discussion

  • @noahzweben Noah Zweben on x
    Claude Code Routines are here! In addition to a schedule, you can now trigger templated agents via GitHub event or API - with our infra & your MCP+repos They've changed how we do docs, backlog maintenance and more internally at Anthropic Get started at https://claude.ai/... [vide…
  • @claudeai Claude on x
    Now in research preview: routines in Claude Code. Configure a routine once (a prompt, a repo, and your connectors), and it can run on a schedule, from an API call, or in response to an event. Routines run on our web infrastructure, so you don't have to keep your laptop open. [ima…
  • @thekitze @thekitze on x
    closedclaw
  • @daniel_mac8 Dan McAteer on x
    Did Anthropic just kill all SaaS again? What is SaaS besides routines running in the cloud?
  • @cryptopunk7213 @cryptopunk7213 on x
    claude now runs autonomously with your computer turned off. 24/7 coding agent. this replaces $10,000's of engineering time and competes directly with Pager Duty's $500M val it works while you sleep. reviews code, builds new features - ready for you to click publish when you [imag…
  • @exm7777 Machina on x
    that's it, they've done it, Anthropic's version of Openclaw is now reality [video]
  • @dani_avila7 Daniel San on x
    I love this 👏👏👏 Moving my complex GitHub actions into these routines I think, the best part is they connect with the MCPs I already have set up
  • @eptwts @eptwts on x
    there's really no point in building a general use agent bc if you get a little bit of motion the frontier labs are gonna come for your money... brutal tbh
  • @rasmic Micky on x
    One thing Anthropic is good at is renaming things Instead of cron jobs... call them routines
  • @tekbog @tekbog on x
    cron job but it runs on the unreliable anthropic api [image]
  • @chrissyfarr Christina Farr on x
    Anthropic is really pushing hard into life sciences https://x.com/...