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Mar 9 · 10 min read · Every team that splits Terraform into multiple root configurations hits the same wall: configuration A creates a VPC, and configuration B needs the VPC ID. The question isn't whether you need cross-configuration data sharing. It's which approach scal...
Join discussionFeb 24 · 6 min read · A recent study evaluated whether repository-level context files actually help coding agents solve tasks. The findings are counterintuitive: both LLM-generated and developer-authored context files tend to reduce success rates while increasing cost. Th...
Join discussionFeb 24 · 6 min read · A recent study evaluated whether repository-level context files actually help coding agents solve tasks. The findings are counterintuitive: both LLM-generated and developer-authored context files tend to reduce success rates while increasing cost. Th...
Join discussionFeb 21 · 9 min read · We spent the better part of a decade eliminating ClickOps. We replaced console dashboards with Terraform modules, SSH sessions with CI/CD pipelines, and ad hoc patches with peer-reviewed pull requests. Infrastructure as Code became the standard becau...
Join discussionJan 8 · 7 min read · TL;DR Most Docker image “validation” happens either before the image exists (Dockerfile linting/build checks) or without running it (CVE/config scanning, image structure tests). That leaves a practical gap: asserting the built image behaves like the...
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