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    <description>Practitioner guidance on cloud operations, AI agents, and operational context, from the OpsCanvas team.</description>
    <language>en</language>
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      <title>New in the Academy: The Top 7 Causes of Token Spending Spikes</title>
      <link>https://opscanvas.ai/resources/blog/top-7-token-spend-spikes/</link>
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      <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
      <description>AI bills rarely creep; they jump. The new Academy guide covers the seven causes behind almost every token spend spike, with a tell and a detection prompt for each.</description>
      <category>Cloud Operations</category>
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      <title>New in the Academy: The Top 10 AI Prompts to Manage Your Cloud</title>
      <link>https://opscanvas.ai/resources/blog/top-10-llm-prompt-types/</link>
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      <pubDate>Mon, 13 Jul 2026 00:00:00 GMT</pubDate>
      <description>We collected the ten prompt types that do the heavy lifting in cloud operations into one free Academy guide. Here's why prompt types beat prompts, and a preview of the top three.</description>
      <category>Cloud Operations</category>
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      <title>Can ChatGPT Run Your Cloud? What Generic AI Gets Wrong About Cloud Operations</title>
      <link>https://opscanvas.ai/resources/blog/can-chatgpt-run-your-cloud/</link>
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      <pubDate>Fri, 10 Jul 2026 00:00:00 GMT</pubDate>
      <description>ChatGPT and Claude answer questions about cloud concepts. Cloud operations needs answers about your cloud. Here is where generic AI helps, where it fails, and what fills the gap.</description>
      <category>Cloud Operations</category>
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      <title>The Cloud Resources Nobody Owns (And Everyone Is Paying For)</title>
      <link>https://opscanvas.ai/resources/blog/zombie-resources/</link>
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      <pubDate>Thu, 11 Jun 2026 00:00:00 GMT</pubDate>
      <description>What zombie resources are, why every cloud environment is full of them, and how to clean them up without breaking anything.</description>
      <category>Cloud Operations</category>
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      <title>Planning for 3x Traffic: What Breaks First in Your Cloud (Hint: Not the Service You Think)</title>
      <link>https://opscanvas.ai/resources/blog/what-breaks-at-3x-traffic/</link>
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      <pubDate>Wed, 03 Jun 2026 00:00:00 GMT</pubDate>
      <description>Product expects 3x traffic to checkout. The bottleneck will not be checkout. Here is how capacity failures really propagate, and how to find yours before launch day does.</description>
      <category>Cloud Operations</category>
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    <item>
      <title>I Drove 1,800 Miles to Pick Up My Daughter from College. I Brought AI Along for the Ride.</title>
      <link>https://opscanvas.ai/resources/blog/ai-road-trip/</link>
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      <pubDate>Sun, 24 May 2026 00:00:00 GMT</pubDate>
      <description>What a graduation road trip taught me about where AI is actually useful, where it still falls short, and why context is the product.</description>
      <category>Founder Perspective</category>
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      <title>What Changed in Prod Since Friday? The Question Every Monday Asks</title>
      <link>https://opscanvas.ai/resources/blog/what-changed-in-prod/</link>
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      <pubDate>Wed, 22 Apr 2026 00:00:00 GMT</pubDate>
      <description>Change visibility is the quiet superpower of well-run cloud teams. Here is why the Monday question is hard, what a complete answer includes, and how to make it a one-liner.</description>
      <category>Cloud Operations</category>
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    <item>
      <title>Who Can Actually Delete Data From Your S3 Bucket? Harder Than It Sounds</title>
      <link>https://opscanvas.ai/resources/blog/who-can-delete-s3-bucket-data/</link>
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      <pubDate>Thu, 05 Mar 2026 00:00:00 GMT</pubDate>
      <description>Effective S3 permissions hide across IAM policies, bucket policies, SCPs, and permission boundaries. Here is why the question is hard, how to answer it properly, and what most audits miss.</description>
      <category>Cloud Operations</category>
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    <item>
      <title>5xx Errors in Production: Finding Root Cause in Minutes Instead of Hours</title>
      <link>https://opscanvas.ai/resources/blog/cloud-incident-root-cause-5xx/</link>
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      <pubDate>Tue, 17 Feb 2026 00:00:00 GMT</pubDate>
      <description>When a service starts throwing 5xx errors, the answer is almost always a change. Here is the archaeology every on-call engineer repeats, and how to collapse it into one question.</description>
      <category>Cloud Operations</category>
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      <title>Preparing Your CloudOps for an AI Future</title>
      <link>https://opscanvas.ai/resources/blog/cloudops-ai-future/</link>
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      <pubDate>Tue, 20 Jan 2026 00:00:00 GMT</pubDate>
      <description>The shift from AI copilots to autonomous cloud agents is not a model capability problem — it is a context problem, and fixing it starts with understanding how operational decisions actually get made.</description>
      <category>Cloud Operations</category>
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      <title>What Needs My Attention This Morning? Building a Cloud Health Check That Actually Answers</title>
      <link>https://opscanvas.ai/resources/blog/cloud-morning-health-check/</link>
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      <pubDate>Tue, 09 Dec 2025 00:00:00 GMT</pubDate>
      <description>Most cloud engineers start the day with five dashboards and a hunch. Here is what a real morning health check covers, why baselines beat thresholds, and how to get it down to one command.</description>
      <category>Cloud Operations</category>
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    <item>
      <title>From Cloud Chaos to Clarity: Why We Built OpsCanvas</title>
      <link>https://opscanvas.ai/resources/blog/cloud-chaos-to-clarity/</link>
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      <pubDate>Wed, 28 May 2025 00:00:00 GMT</pubDate>
      <description>When we ran Signal Vine, we loved the cloud's flexibility and had no idea what it was actually doing. Surprise bills, forgotten environments, and a $15,000 crypto mining incident — that confusion is where OpsCanvas began.</description>
      <category>Founder Perspective</category>
    </item>
    <item>
      <title>Time to Eliminate the Zombies: What the Oracle Cloud Breach Tells Us</title>
      <link>https://opscanvas.ai/resources/blog/zombie-oracle-breach/</link>
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      <pubDate>Wed, 28 May 2025 00:00:00 GMT</pubDate>
      <description>Oracle confirmed a breach in a legacy environment unused since 2017. Zombie infrastructure — forgotten, unpatched, still connected — is one of the most exploitable attack surfaces in cloud security.</description>
      <category>Cloud Security</category>
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