https://kane.mx/tags/aws-spot/Recent content in AWS Spot on The roadHugo -- gohugo.ioenFri, 08 May 2026 00:00:00 +0000https://kane.mx/posts/2026/self-hosted-github-runners-aws-spot/Fri, 08 May 2026 00:00:00 +0000https://kane.mx/posts/2026/self-hosted-github-runners-aws-spot/ <p><a href="https://kane.mx/posts/2026/autonomous-dev-team-openclaw/">Autonomous AI dev teams</a> move the bottleneck. When a dispatcher fans out work to dev and review agents every 5 minutes, the constraint is no longer human attention — it is the <strong>CI/CD pipeline that gates every PR</strong>. Each agent push triggers builds, tests, E2E verification, and bot reviews. With even a small team of agents iterating in parallel, GitHub Actions minutes become the dominant operational cost.</p> <p>Hosted runners are convenient, but they are billed per-minute and capped at 2 cores on the standard tier. For a team of agents that pushes dozens of times an hour and runs container builds + Playwright suites, the math stops working. The lever is <strong>self-hosted runners on AWS spot EC2</strong> — bigger instances, multi-architecture, scaling to zero when idle.</p> <p><a href="https://kane.mx/posts/2026/self-hosted-github-runners-aws-spot/">Read More</a></p>