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I Built an AI That Fixes Terraform Drift Automatically

BACKGROUND
1 SIGNALFIRST DETECTED 23 August 2026
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23 Jun
Five Features I Shipped in tfdrift That Changed How We Handle Terraform Drift

<h1> Five Features I Shipped in tfdrift That Changed How We Handle Terraform Drift </h1> <p>When I first released tfdrift, it did one thing: scan Terraform workspaces, classify

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4 Aug
I Added a Tag in AWS. Terraform Removed It Automatically.

<p>I opened the AWS console, selected an EC2 instance, added a tag, and saved it.</p> <p>The tag did not exist in Terraform. The deployed infrastructure now said one thing while

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18 May
I Caught My AI Agent Hallucinating Revenue (And Built an Observability Layer to Stop It)

<h1> How I Caught My AI Agent Lying to Me (And What It Taught Me About Autonomous Business Systems) </h1> <p>Three weeks ago, my AI agent filed a status report claiming £17.97 in

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16 May
Why Terraform Learners Need More Than Synta

<p>Terraform is not hard because of syntax. It is hard because real infrastructure work requires state discipline, provider knowledge, module design, cloud architecture, and

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6 May
🚀 Beyond the HCL: Trench Lessons from Deploying Critical Architectures on GCP with Terraform

<p>The "Bunker" vs. Resilience: Scaling Windows Server Without the Burnout<br /> By: Luis Alonso Zuñiga Carballo<br /> Cloud Architect &amp; Security Strategist</p> <p>💣 The

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13 May
I built an AI Agent that lives directly in your CLI and Desktop

<p>Let's be real: the current AI coding workflow is tedious. </p> <p>You hit a bug. You copy your code. You tab out to ChatGPT/Claude. You paste it. You copy the fix. You paste it

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