https://www.chenk.top/en/tags/end-to-end/Recent content in End-to-End on Chen Kai BlogHugoenThu, 26 Mar 2026 09:00:00 +0000https://www.chenk.top/en/terraform-agents/08-end-to-end-walkthrough/Thu, 26 Mar 2026 09:00:00 +0000https://www.chenk.top/en/terraform-agents/08-end-to-end-walkthrough/<p>This is where everything from articles 2 through 7 lands in one place. By the end you&rsquo;ll have run <code>terraform apply</code> once and produced a complete, observable, budgeted agent runtime stack on Alibaba Cloud — about 31 resources, ~7 minutes of wall clock, ¥12,530/month all-in at prod sizing.</p> <p>The stack we&rsquo;re building:</p> <p><figure class="article-figure"> <img src="https://blog-pic-ck.oss-cn-beijing.aliyuncs.com/posts/en/terraform-agents/08-end-to-end-walkthrough/fig1_full_stack.png" alt="research-agent-stack: every box, one terraform apply" loading="lazy" decoding="async" class="content-image"> </figure> </p> <p>Five layers — edge, compute, memory, platform, ops — composed from the modules we built across this series. Eleven Aliyun products under the hood: VPC, ECS, ALB, OSS, RDS for PostgreSQL, OpenSearch, KMS, SLS, ARMS, CloudMonitor, and DashScope (the LLM provider, accessed via the gateway).</p>