Rising infrastructure costs are forcing Lobste.rs community members to quantify the actual impact of deployed AI tools. Many firms have shipped features but lack concrete metrics for daily efficiency. This gap reveals a systemic struggle to justify AI spend. Practitioners must now develop rigorous frameworks to prove ROI beyond anecdotal developer speed increases.