I Wish I Knew AI Cost Optimization Sooner — Here's the Breakdown
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I Wish I Knew AI Cost Optimization Sooner — Here's the Breakdown It was 2:47 AM on a Tuesday when my phone started buzzing. I'd been on call for a platform serving roughly 40 enterprise customers, and our monthly AI spend had crossed $31,000 — about 3.2× our forecast. I remember sitting in the dark, looking at the Grafana dashboard, and thinking: this can't be right. We were running a perfectly healthy p99 latency, our 99.9% uptime SLO was intact, multi-region failover was clean, and our…
1Key Takeaways
- I Wish I Knew AI Cost Optimization Sooner — Here's the Breakdown It was 2:47 AM on a Tuesday when my phone started buzzing.
- I'd been on call for a platform serving roughly 40 enterprise customers, and our monthly AI spend had crossed $31,000 — about 3.2× our forecast.
- I remember sitting in the dark, looking at the Grafana dashboard, and thinking: this can't be right.
- We were running a perfectly healthy p99 latency, our 99.9% uptime SLO was intact, multi-region failover was clean, and our….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that i Wish I Knew AI Cost Optimization Sooner — Here's the Breakdown It was 2:47 AM on a Tuesday when my phone started buzzing.
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