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Lots of us are familiar with the set of decisions faced when inheriting a Terraform estate.
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chant typed source many platforms choudoufu OpenTofu fork AWS or both your git forge GitHub · GitLab · Forgejo generated pipeline · gate in git your cloud resource owner tag resource owner tag resource owner tag your IAM gates on the tag the CLI and conso…
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When software engineers build infra toolchains they always mix synthesis with execution.
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An RDBMS might seem like a cost effective way to centralize your Terraform state.
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Forge governance should be policy driven, and simple enough for anyone to setup.
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Getting all your forge settings and repo configs aligned can take some effort.
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Terraform has an ownership problem.
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Token savings in IaC is so hot right now.
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kubectl can already dry-run an apply against the real API server and show you what it would produce.
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choudoufu is a fork of OpenTofu with identity hooks.
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Outside of k8s, infra tooling generally has pretty specific way of looking at ownership.
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Culture rots.
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A state file does three jobs.
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Amazon’s Automated Reasoning Group just published a decade of reflections.
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Choudoufu is IAM-governed state for OpenTofu.
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Anthropic published how they secure an AI-native software development lifecycle.
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chant CLICKOPS 💥 🔥 🔥 🔥 Kubectl and its cousins operate on your estate based on domain knowledge they carry.
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Pulumi, an infra company founded on TypeScript, is now shipping HCL.
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Configuration tooling keeps getting thrown into one cauldron.
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Scenario 1 is done. aws-bench puts an agent in front of a live AWS estate and grades its answers.
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Agentic ops means agents need to query your infra on demand.
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Last month I claimed chant sits to the left of other infra toolchains when it comes to execution.
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Typed configuration languages are one fix for YAML hell.
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By definition a tail is the small, infrequent remainder.
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The sensible answer about Terraform and AI goes like this: the agent writes the HCL while Terraform keeps the governance and lifecycle that matter.
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This is what an industry of coping mechanisms looks like.
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Brian Grant coined the Kubernetes Resource Model and argues that configuration should be data, not a program you run to find out what it is. chant agrees, and most of the industry is still catching up to him.
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This post makes one narrow claim, one you should check rather than take on faith.
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The authoritative model Terraform made famous has always been a poor fit for teams just trying to automate a little infra.
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Everyone is shifting policy left.
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Call something a compile target and you have said two things about it.
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Kubernetes made something uniform that people forget was ever a choice.
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How easily can you prove that all your repositories have aligned configuration according to policy?
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A GitOps pipeline on Kubernetes is full of tools.
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Everyone is shifting left.
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In the IaC world, who is spec native?
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Two tools have made the same uncommon choice. chant and formae both refuse the authoritative state file.