Scaling DevTools Dave Fletcher from LeadDev: what engineering leaders want from AI
Aug 20, 2026
Dave Fletcher, cofounder of LeadDev who runs flagship events for senior engineering leaders. He discusses what tools teams are buying now and why AI coding tools shift pain into reliability, security, testing, and delivery. He explains how vendors should message AI with specificity to avoid hype fatigue. He also argues in-person outreach still cuts through crowded digital channels.
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LeadDev Runs A Massive Engineering Leadership Gathering
- LeadDev's LDX3 London gathers over 2,500 senior engineering leaders including managers, directors, VPs, staff and principal engineers.
- Dave Fletcher says it's likely the largest single concentration of senior engineering leadership globally, explaining why LeadDev programs are tightly audience-driven.
Half Of Engineering Leaders Intend To Buy AI Coding Tools
- About 52% of LeadDev's audience report buying AI coding tools within the next 12 months based on surveys and interviews done since January.
- Dave Fletcher contrasts that with only ~20% actively buying core categories like CI/CD, observability and testing.
Downstream Tooling Demand Is Rising Alongside AI
- Senior engineering leaders are buying downstream tooling (observability, CI/CD, QA and testing) almost as much as they are buying AI coding tools.
- Fletcher links this to pain shifting from code creation to getting generated code into production reliably.