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Wiz migrates a 50,000-line codebase with Claude Code, achieving 2x performance gains

The partnership with Anthropic runs across several layers — the team uses Claude Code for engineering work, and Wiz’s broader AI platform (including its ASKI agentic platform and Mikaii assistant) is built on Claude models via Amazon Bedrock. Wiz migrated 50,000 lines of Python in 20 hours. As Liron Levin, a software engineer on the DSPM team, explained: “If you go to Reddit or any other blog, you will see tons of questions like ‘how do I solve this in Go?’ and they will tell you, you can’t.” The only reliable solution was pypdf, a Python library with over 20 years of development and more than 50,000 lines of code.

Agent or tool
Amazon Bedrock
Topic
Sales & Marketing
Reported on
Case study (Anthropic)
Added
2026-11-11

Why it matters

Sales and marketing run on research, lists and follow-ups. Agents are starting to take on that groundwork, freeing people for the conversations that actually close deals. It is one of 613 sightings filed under Sales & Marketing on Agent Sightings (number 101 by interest), and one of 81 involving Amazon Bedrock.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Amazon Bedrock or any similar agent and adjust the details to your situation.

I want an agent to do the research and drafting for this sales or marketing workflow, and stop for my approval before anything is sent. The tool in the source case was Amazon Bedrock.

Saved

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Case study (Anthropic): https://claude.com/customers/wiz. Our summary is a paraphrase; details are in the source.

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