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3 results for “software delivery”
Presentation: The Five Stages of AI Maturity in Engineering Organizations - Where and Why Teams Get Stuck
Quotient CEO Lizzie Matusov introduces a five-stage AI maturity framework for engineering organizations to diagnose why high AI investment isn’t translating into improved software delivery, emphasizing organizational alignment and outcome-based metrics over token-centric vanity metrics.
Aug 4, 2026
AI Tools Accelerates Coding, But Not Overall Software Delivery, GitLab Research Finds
GitLab's 2026 AI Accountability Report identifies a disconnect between AI-driven coding speed gains and actual software delivery velocity, attributing stalled progress to testing, review, governance, and traceability bottlenecks.
Published Jun 29, 2026 · Analyzed Jul 4, 2026
Presentation: AI Works, Pull Requests Don’t: How AI is Breaking the SDLC and What to Do about it
AI-generated code submissions are overwhelming human review capacity in software development, creating bottlenecks and technical debt, prompting engineering leaders to adopt automated validation tools.
Published Jun 26, 2026 · Analyzed Jul 4, 2026