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# finops

The practice of Cloud Financial Management to understand and optimize cloud spend.

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Your LLM Judge Costs More Than the Agent. Gate It in 40 Lines.

Your LLM Judge Costs More Than the Agent. Gate It in 40 Lines.

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10 min read
Spot AWS cost anomalies before they wreck your budget

Spot AWS cost anomalies before they wreck your budget

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5 min read
A spend baseline and a 3σ alarm: catching a runaway AI agent the same day

A spend baseline and a 3σ alarm: catching a runaway AI agent the same day

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4 min read
Opentofu vs pulumi, which one survives a 200-account landing zone

Opentofu vs pulumi, which one survives a 200-account landing zone

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13 min read
AI ops is not aiops the closed loop distinction that changes everything

AI ops is not aiops the closed loop distinction that changes everything

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14 min read
self-healing infrastructure 4 runbooks we deleted after automating them

self-healing infrastructure 4 runbooks we deleted after automating them

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12 min read
Your Agent's Memory Has a Tax and a Backdoor. Audit Both in 40 Lines

Your Agent's Memory Has a Tax and a Backdoor. Audit Both in 40 Lines

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10 min read
commitment discount: a practical guide for production teams

commitment discount: a practical guide for production teams

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14 min read
policy as code for multi account aws one opa ruleset six guardrails zero drift

policy as code for multi account aws one opa ruleset six guardrails zero drift

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12 min read
Blast Radius of an AI Agent's API Key: Score It in 40 Lines

Blast Radius of an AI Agent's API Key: Score It in 40 Lines

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11 min read
Azure cost anomalies hide above and below the subscription line, so ZopNight now watches all three

Azure cost anomalies hide above and below the subscription line, so ZopNight now watches all three

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4 min read
Your Failed Agent Run Burns Most of Its Tokens AFTER It Fails — Measure It in 40 Lines

Your Failed Agent Run Burns Most of Its Tokens AFTER It Fails — Measure It in 40 Lines

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9 min read
Sliding-Window Spend Guard: the $47K Loop Per-Call Caps Miss

Sliding-Window Spend Guard: the $47K Loop Per-Call Caps Miss

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11 min read
Our Azure Bill Spiked Overnight — Here's Exactly How We Cut It 60% (7 Real Fixes)

Our Azure Bill Spiked Overnight — Here's Exactly How We Cut It 60% (7 Real Fixes)

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2 min read
Why AI Ops Still Needs a human in the loop at 50k Monthly Blast Radius

Why AI Ops Still Needs a human in the loop at 50k Monthly Blast Radius

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14 min read
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