Rushed vs. Rigorous: The Executive Blueprint for AI Adoption That Doesn't Alienate Your Best Engineers

Description and use

<p>Two companies. Same AI mandate, same quarter, same budget for licenses.</p> <p>One ends the year shipping faster than it ever has. The other ends it with a dashboard full of green adoption metrics and a team that quietly stopped telling leadership when things were broken.</p> <p>The difference is never the model. It's whether the rollout was rushed or rigorous.</p> <p>This is part 3 of <strong>AI Developer Experience</strong>. <a href="https://dev.to/debashish_ghosal/the-75-code-trap-how-senior-engineers-are-actually-surviving-ai-mandates-1ngh">Part 1</a> covered what a 75% code mandate act

Problem

<p>Two companies. Same AI mandate, same quarter, same budget for licenses.</p> <p>One ends the year shipping faster than it ever has. The other ends it with a dashboard full of green adoption metrics and a team that quietly stopped telling leadership when things were broken.</p> <p>The difference is never the model. It's whether the rollout was rushed or rigorous.</p> <p>This is part 3 of <strong>AI Developer Experience</strong>. <a href="https://dev.to/debashish_ghosal/the-75-code-trap-how-senior-engineers-are-actually-surviving-ai-mandates-1ngh">Part 1</a> covered what a 75% code mandate act

Outcome

<p>Two companies. Same AI mandate, same quarter, same budget for licenses.</p> <p>One ends the year shipping faster than it ever has. The other ends it with a dashboard full of green adoption metrics and a team that quietly stopped telling leadership when things were broken.</p> <p>The difference is never the model. It's whether the rollout was rushed or rigorous.</p> <p>This is part 3 of <strong>AI Developer Experience</strong>. <a href="https://dev.to/debashish_ghosal/the-75-code-trap-how-senior-engineers-are-actually-surviving-ai-mandates-1ngh">Part 1</a> covered what a 75% code mandate act

Evidence

Rushed vs. Rigorous: The Executive Blueprint for AI Adoption That Doesn't Alienate Your Best Engineers

Source