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DevOpsDays Seattle 2021

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SLOs: You’re missing the point!Jason Yee05m
Innovation is how you win customers; reliability is how you keep them. To succeed, you need both. But as organizations adopt Service Level Objectives (SLOs) as…
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What a global pandemic can tell you about better DevOps practicesJeremy Meiss24m
CircleCI analyzes 55 million data points from 44,000 orgs and finds concrete CI/CD benchmarks and pandemic shifts: target metrics include duration <10 minutes…
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Engineering Without Dogma: When to Ignore the Best PracticesSam King05m
A small political tech nonprofit deliberately delays adopting practices until they cause pain and keeps things simple so engineers can hold the whole system in…
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Bridging the gap between DevOps & MLOpsMeeta Dash20m
Companies struggle to turn ML pilots into production because of fragmented tools, one‑off prediction services, and no org‑level visibility; 75% plan to…
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Think Prod Up Front: Shifting Left on Production ExcellenceShelby Spees19m
Argues teams shorten feedback loops by combining progressive delivery with feature flags and observability driven development, deploying from cron hourly and…
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AIOpsAlan S Koch19m
AIOps frames observability as a data problem and proposes a five-step path: combine IT with data science, ingest logs/metrics and even social media, store…
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The Role of Context in ObservabilityRichard Whitehead05m
Shows how metadata actually alters ops decisions: raw Prometheus text exposition labels and a StatsD gauge reveal queryable fields and metric types; diurnal…
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Logging is a Team SportLaura Santamaria05m
Claim: logging succeeds when teams treat it as a shared engineering task rather than an individual chore. Gives a five-step, practical framework applied to…
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Did we reinvent the wheel?Bella Guo18m
A Python wrapper does variable replacement and shells out to kops, kubectl and the aws cli to compile code, build docker image, deploy to cluster with a…
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GitOps: yea or nay?Ricardo Castro26m
Argues that storing the entire desired state in Git makes cluster recovery and rollbacks trivial, demonstrates Flux bootstrapping a k3d cluster, reading a…
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Distributed DevOpsEmily Freeman32m
Argues DevOps must evolve for microservices, global infrastructure and remote-first teams into a swift observable accountable resilient model; prescribes…
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PanelTaylor Barnett, Kat Cosgrove, Katy Farmer, Arathi Ramani48m
Virtual event workload spikes to 60 talks/year for one role and teams double headcount, causing multiple deploys per day; fixes are concrete: add telemetry and…
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Lessons Learned from Cultivating Open Source Projects and CommunitiesJJ Asghar15m
Starts with one hard claim: scope tightly or the project becomes the Big Tent that drifts and dies. Distinguishes two models, personally-backed (you are single…
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Steel copy of a wooden bridge.(20 min version)Derek C. Ashmore20m
Calls out the anti pattern of copying old processes into cloud and shows concrete fixes and outcomes. Creates a cloud silo and manual approvals cause surprise…
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Creating Belonging in Remote TeamsNajeeb Khan05m
Remote teams show specific gaps and fixes: 54% feel unattached, 75% of managers struggle with culture and teams lose 18% productivity, so belonging is an…
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