How many DevOps or DevSecOps resources have access to touch, add or change source code via your CI/CD pipeline?

DevOpsContinuous Integration/Continuous Deployment (CI/CD)

0-2537%

26-5050%

51-10011%

100+1%

213 PARTICIPANTS
1.3k viewscircle icon1 Upvotecircle icon1 Comment
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Senior Director Engineering in Travel and Hospitality2 years ago

I dont understand the value of this poll, in many cases the DevOps team is proportion to the size of the organization and its maturity.. 100 for IBM could be less but 2 for a startup could be too many

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AI Coding Assistants: Velocity or Vulnerability?

Latest research reveals a hidden feedback loop threatening software security:
The Evidence: • ≈33% of Copilot suggestions echo CWE Top-25 flaws (Asare et al., 2024) • ~50% of LLM code snippets contain exploitable bugs (CSET, 2024) • Developers with AI help feel more confident while shipping less secure code (Stanford, 2023)
The Systemic Risk: Flawed AI output is pushed to public repositories, polluting the next model's training data—risk compounding with every release cycle.

What leading teams are doing this quarter:
1. Audit AI-tool usage and establish approved lists
2. Insert AI-aware SAST (e.g., Snyk Code, Semgrep Assistant) into IDEs and CI/CD pipelines
3. Adopt OWASP LLM Top 10 + MAESTRO for threat modeling
4. Track percentage of AI-generated code and its defect rates

Question: How are you measuring AI-generated technical debt today, and what is your plan to stop it from becoming tomorrow's supply-chain crisis?

Share metrics or tools that worked for you.

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