Rising infrastructure costs are forcing Lobste.rs community members to quantify the actual impact of deployed AI tools. Many organizations have shipped features but lack concrete metrics to justify the spend. This gap reveals a broader industry struggle to move beyond anecdotal success. Practitioners must now develop rigorous frameworks to track efficiency versus operational overhead.