Will AI make developers 10x more productive?

No—hype. Realistic: 10-20% on rote tasks, less overall without process tweaks.

How do I explain slow roadmaps to stakeholders?

Demo gap + math: 30% faster code, 15% faster delivery. Push implementation vs. delivery framing.

For boilerplate-heavy work, yes—around 30% lift. But budget for review spikes.

Picture this: your VP of sales, eyes gleaming from a Copilot demo, demands why the roadmap hasn't exploded. Time to burst the bubble—realistically.

theAIcatchup Apr 10, 2026 3 min read

AI boosts implementation by ~30% on suitable tasks, but overall delivery gains are closer to 15%. 𝕏
Demos mislead—real work has legacy code, security, and team handoffs that eat the 'magic'. 𝕏
Frame as implementation speed vs. delivery speed to align stakeholders realistically. 𝕏

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Community-driven. Code-first.

#AI productivity #GitHub Copilot #Shape Up #developer tools #engineering expectations #software engineering #stakeholder expectations

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Originally reported by Dev.to