Operations & Productivity
Dynamic DevOps Budgeting: From Manual Allocation to Outcome‑Based Automation
Imagine a senior engineer staring at a red-flagged build that stalled at 2 AM, while the finance dashboard shows a $12,000 charge for idle compute that never touched production. That moment - part frustration, part epiphany - sparks a conversation about why the budget looks more like a relic