AI case study

WizCodebase migration

Sandboxed Python wrappers bottlenecked parsing. Claude Code migrated the 50k-line library to Go in 20 hours, doubling production speed.

Published|today

Key results

Processing Speed
2x+
Merged PR Volume
1.5x
Estimated Output
20-30x

Result highlights

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The story

Context

A cloud security platform with over 2,000 employees scans customer files across diverse environments to identify exposed credentials and sensitive data.

Challenge

Parsing PDF files required wrapping a legacy Python library in a resource-intensive sandbox, causing performance bottlenecks and inconsistent...

Solution
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Scope & timeline

  • 20k-line C++ library migrated to Go in 2 days
  • Migration time cut from 2-3 months to ~1 day
  • 100% pass rate for model validation tests
  • >90% of engineers using Claude Code daily

Quotes

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The company

Cloud security platform for unified visibility and risk prioritization.

IndustrySoftware & Platforms
LocationNew York, NY, USA
Employees1K-5K
Founded2020

The AI provider

Anthropic is a technology company specializing in artificial intelligence and machine learning solutions.

IndustrySoftware & Platforms
Location2 Pennsylvania Plaza, 10121, York, New York, United States
Employees1K-5K
Founded2021

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