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The $2.41 trillion problem: unpacking the state of code reliability

Software bugs lead to production failures that erode customer trust and drain developer productivity, contributing to an annual cost of poor software quality over $2.41 trillion. But what are these bugs, and how prevalent are they in the code being written today? As AI-powered assistants learn from this code to accelerate code generation, the foundational reliability of our existing codebases has become more critical than ever.

Attend this webinar to learn:

  • The top 5 most common reliability bugs found in modern codebases, based on an analysis of 7.9 billion lines of code. 
  • Why seemingly "minor" issues like dead code are silent killers of productivity and how they contribute to the $2.41 trillion cost of poor software quality. 
  • A deep dive into the most frequent "Blocker" bug in Java—unclosed resources—and the simple, standardized fix that prevents critical application crashes. 
  • How to diagnose and prevent notoriously difficult bugs like null pointer dereferences that often appear far from their root cause.
Date Wednesday 30 July
Time 5:00 PM CEST / 10:00 AM CDT
Tom Howlett, Head of Product Management, headshot

Tom Howlett

Head of Product Management

Anirban Chatterjee

Sr. Director, Product and Solutions Marketing

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