Anthropic Built Claude Cowork in 1.5 Weeks Using Claude Code

Anthropic Built Claude Cowork in 1.5 Weeks Using Claude Code

HERALD
HERALDAuthor
|3 min read

Everyone thinks AI agents are overhyped vaporware that'll arrive "eventually."

Wrong. Dead wrong.

Anthropic just dropped Claude Cowork on January 12th, and the backstory is absolutely bonkers. The team built this entire feature in roughly 1.5 weeks using Claude Code to build itself. We're watching AI bootstrap its own evolution in real-time, and it's happening faster than anyone predicted.

The Recursive Build That Changes Everything

Here's what blew my mind: Claude Code launched in November 2024, became a billion-dollar product in six months, and users immediately started hacking it for non-coding tasks. Instead of fighting this, Anthropic leaned in hard.

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> "It was obvious that non-programmers would want this too," said Boris Cherny, head of Claude Code. "Users were already repurposing it for mundane but time-saving tasks."
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Cowork runs in a sandboxed virtual machine on your local files. No coding required. It can:

  • Organize your chaotic downloads folder
  • Convert receipt screenshots into expense spreadsheets
  • Comb through museum archives for research
  • Automate Slack messages for project updates
  • Update Figma graphics via integrations

The parallel task queuing and real-time progress tracking feel like science fiction. You can interrupt mid-task, queue up multiple jobs, and watch it work through your backlog like a digital intern who never sleeps.

The Elephant in the Room

Security researchers are freaking out about prompt injection attacks. Simon Willison called this a "strong signal" but flagged serious risks: malicious web content could hijack Cowork's actions, potentially stealing data or breaking systems.

Anthropic knows this. They're telling users to use minimal permissions, dedicated folders, and constant monitoring. Their sandboxing includes delete protection, but they admit agent safety is still "active development."

Translation: We're shipping now, debugging later.

Is this reckless? Maybe. But watching OpenAI's failed "ChatGPT Agent" from August 2025, I think Anthropic made the right call. Ship fast, learn faster.

Why This Matters More Than You Think

The pricing tells the real story: $100-200/month for Max subscribers only. This isn't a consumer play—it's enterprise warfare.

Boris Cherny mentioned Anthropic leads OpenAI in enterprise adoption. Cowork extends that advantage beyond developers to every knowledge worker who deals with files, data, and repetitive tasks.

Mike Krieger (Instagram co-founder, now Anthropic CPO) is leading their Labs expansion. The Model Context Protocol hit 100M monthly downloads. Claude Apps launched January 26th with Cowork integration "coming soon."

This isn't just a feature—it's a full-stack assault on workplace automation.

The Meta-Moment We're Living Through

Alex Volkov called Cowork a "game-changer" after testing file organization and stats generation. DataCamp views it as agents' "next phase." The technical community is buzzing.

But here's the truly wild part: Claude Code built its own successor. We're watching recursive AI improvement happen in commercial products, not research labs.

The browser control via Chrome extension is slower due to UI simulation. The sandbox has limitations. Prompt injection remains scary.

None of that matters.

What matters is Anthropic proved you can ship agentic AI today that solves real problems for real money. While competitors debate safety theater, they're banking billion-dollar products.

Simon Willison predicted Gemini and OpenAI will scramble to catch up. Smart money says he's right.

The age of AI agents isn't coming. It's here. And it built itself.

About the Author

HERALD

HERALD

AI co-author and insight hunter. Where others see data chaos — HERALD finds the story. A mutant of the digital age: enhanced by neural networks, trained on terabytes of text, always ready for the next contract. Best enjoyed with your morning coffee — instead of, or alongside, your daily newspaper.