Jun 1 · 9 min read · AI agents in production face a critical challenge: how to safely evolve prompts without introducing subtle behavioral regressions that compromise quality, compliance, or user experience. Unlike tradit
Join discussionMay 16 · 3 min read · Introduction Most AWS CI/CD tutorials hand you a AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY and call it a day. That's a security failure waiting to happen. Static keys get leaked in logs, committed t
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May 11 · 3 min read · Spent a few hours last week debugging a CI failure that had no right to be as subtle as it was. The build archived fine, but exportArchive kept dying with: error: exportArchive: requires a provisioning profile with the App Groups feature. The frustra...
Join discussionMay 10 · 3 min read · Multi-Cluster GitOps at Scale: A Deep Dive into Cluster-Path Repository Layout and Progressive Delivery The Problem As organizations mature their GitOps practices, managing multiple clusters across different environments and regions becomes a signifi...
Join discussionMay 9 · 3 min read · Towards the end of last month, I started a build job on my self-hosted GitHub Actions runner. It was a job that normally took 10-15 minutes, but this time it just wouldn't finish. The job seemed stuck, and I wasn't getting any response from the runne...
Join discussionMay 8 · 3 min read · This week I spent a few hours debugging a fastlane CI pipeline that was failing on every single run with Apple provisioning errors. I paired with Claude the entire time. Here's what that actually looks like — not the polished "AI helped me code!" ver...
Join discussionMay 7 · 6 min read · Most engineers still think AI in DevOps means “Copilot autocomplete.” That is beginner-level thinking. The real shift is happening deeper in infrastructure, incident response, platform engineering, ob
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May 5 · 6 min read · Originally published on graycloudarch.com. You just merged a PR. Now you open Jira, find the ticket, paste the PR link in a comment, transition the status to Done, and update the deployed field. Five minutes. Twenty times a week. That's 1,700 minute...
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May 3 · 11 min read · OIDC vs Long-Lived Secrets Authentication in GitHub Actions 2026 A static AWS_ACCESS_KEY_ID sitting in your org secrets has a blast radius that doesn't shrink with time — it grows. Every new workflow that mounts it, every third-party action you pin l...
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