AI case study

CiscoSoftware development automation

Fixing defects in massive C++ systems took weeks. AI agents now run autonomous compile-test-fix loops, resolving issues in hours.

Published|2 months ago

The story

Context

A global technology leader operating some of the world’s most complex software systems with massive multi-repository, C/C++-heavy codebases.

Challenge

Manual workflows for build optimization, defect remediation, and framework migrations were time-consuming across massive, interconnected...

Solution
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Scope & timeline

  • 1,500+ engineering hours saved per month
  • ~20% reduction in build times
  • 10-15x increase in defect resolution throughput

Quotes

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The company

Networking, security, and IT infrastructure for enterprise digital operations.

IndustryTechnology
LocationSan Jose, CA, USA
Employees50K-100K
Founded1984

The vendor

AI research and deployment company developing generative models and tools.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees1K-5K
Founded2015

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