# Build vs Buy: The Hidden Costs of “Just Building It” with Ahmed Bebars Page: https://stenobird.com/podcast/screaming-in-the-cloud/build-vs-buy-the-hidden-costs-of-just-building-it-with-ahmed-bebars Text version: https://stenobird.com/podcast/screaming-in-the-cloud/build-vs-buy-the-hidden-costs-of-just-building-it-with-ahmed-bebars.md Podcast: [Screaming in the Cloud](https://stenobird.com/podcast/screaming-in-the-cloud) Published: 2026-04-02T10:00:00+00:00 Episode link: https://share.transistor.fm/s/61da3a10 Audio file: https://dts.podtrac.com/redirect.mp3/media.transistor.fm/61da3a10/779a033b.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/screaming-in-the-cloud/episodes/build-vs-buy-the-hidden-costs-of-just-building-it-with-ahmed-bebars Duration seconds: 2575 ## Resource Engineering decisions shouldn't be based on what is possible to build, but on what is sustainable to maintain. Ahmed Bebars and Corey Quinn explore the long-term operational costs of custom infrastructure versus managed services. ## Highlights - Main idea: The true cost of custom engineering is found in 'Day 50' maintenance, not the initial build - Practical takeaway: Choose managed services like ECS over EKS when your scale doesn't yet justify the operational overhead of Kubernetes - Failure mode: Building custom solutions that create 'tangled' environments where local testing no longer mirrors production - Business lesson: Prioritize focus on your core business by avoiding the trap of reinventing infrastructure components - Technical warning: Avoid tight subnet constraints and IP exhaustion by designing for expansion or adopting IPv6 ## Topics Cloud Infrastructure, Kubernetes, AWS ECS, AWS EKS, Software Maintenance, Build vs Buy, Network Engineering, Site Reliability Engineering ## Chapters - 1:00 — The Journey to Community Contribution: Ahmed discusses overcoming imposter syndrome and the value of sharing technical knowledge through open source and community work. - 10:35 — EKS vs ECS: Choosing the Right Scale: A discussion on why the New York Times uses ECS for their current scale and the importance of situational technology decisions. - 20:10 — Home Lab Reality Check: Comparing the stability and maintenance of personal K3s clusters to enterprise cloud environments. - 23:15 — The Long Game of Build vs Buy: Analyzing the hidden costs of maintenance, personnel turnover, and the financial impact of extended support in AWS. - 29:50 — The Complexity of Serverless Governance: The challenges of managing and governing large-scale architectures consisting of thousands of individual functions. - 39:30 — Networking, Subnets, and IPv6: The pitfalls of manual network configuration and the ongoing debate surrounding IPv6 adoption. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/screaming-in-the-cloud/episodes/build-vs-buy-the-hidden-costs-of-just-building-it-with-ahmed-bebars/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/screaming-in-the-cloud/build-vs-buy-the-hidden-costs-of-just-building-it-with-ahmed-bebars.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.