{{< bookmark-card image="/bookmarks/page/47/images/1055997852.png" title="A Product Manager’s Guide to When to Say No to Machine Learning (and When t" link="https://medium.com/semi-random-thoughts/a-product-managers-guide-to-when-to-say-no-to-machine-learning-and-when-to-say-yes-1cd6d7884c7" domain="medium.com" date="2020-01-13" tags="product, tech, ai" excerpt="Product managers, myself included, face increasing pressure to integrate machine learning into their products. This pressure comes from many places: engineers and data scientists excited by…" >}} {{< bookmark-card image="/bookmarks/page/47/images/1055997853.webp" title="Talk write-up: \"How to build a PaaS for 1500 engineers\"" link="https://srvaroa.github.io/paas/infrastructure/platform/kubernetes/cloud/2020/01/02/talk-how-to-build-a-paas-for-1500-engineers.html" domain="srvaroa.github.io" date="2020-01-13" tags="devops, tech" excerpt="This article is based on a presentation I gave as part ofAdevintaTalks in Barcelona on November 2019.I’m experimenting with this format: I went through the s..." >}} {{< bookmark-card image="/bookmarks/page/47/images/1055997848.webp" title="Why Container Devs Need to Care about re:Invent 2019’s Serverless Launches" link="https://medium.com/@timawagner/not-using-serverless-yet-why-you-need-to-care-about-re-invent-2019s-serverless-launches-c26fa0263d77" domain="medium.com" date="2020-01-13" tags="architecture, aws, tech" excerpt="A field guide to the 2019 AWS re:Invent Serverless launches." >}} {{< bookmark-card image="/bookmarks/page/47/images/1055997720.jpg" title="Defining SLOs for services with dependencies - CRE life lessons | Google Cl" link="https://cloud.google.com/blog/products/gcp/defining-slos-for-services-with-dependencies-cre-life-lessons" domain="cloud.google.com" date="2020-01-10" tags="architecture, devops, distributed systems, tech" excerpt="Learn how to define and manage SLOs for services with dependencies, each of which may have their own SLOs." >}} {{< bookmark-card image="/bookmarks/page/47/images/1055997642.webp" title="The Calculus of Service Availability: You’re only as available as the sum of your dependencies." link="https://queue.acm.org/detail.cfm?id=3096459" domain="queue.acm.org" date="2020-01-10" tags="architecture, devops, distributed systems, tech" excerpt="Most services offered by Google aim to offer 99.99 percent (sometimes referred to as the \"four 9s\") availability to users. Some services contractually commit to a lower figure externally but set a 99.99 percent target internally. This more stringent target accounts for situatio" >}}