Practice · 2011–now · Cloud Scale

SAFe / scaled agile industrial complex

Agile at enterprise scale with certifications and train metaphors. Process theater with a subscription model.

SAFe failed engineers because it optimized for portfolio visibility, not shipping small slices. It stuck in Fortune 500 procurement because "scaled agile" is an RFP checkbox. The costly part is paying coaches to rename milestones while dependencies stay the same.

Cost of the fad

Certified release trains, PI planning offsites, and agile coaches billing seven figures to wrap waterfall in sticky notes. Velocity went up on slides; cycle time often did not.

Context

Split everything, then pay for the glue

Hyperscale patterns escaped the companies that needed them. Containers unified packaging; Kubernetes became the cloud OS; microservices and NoSQL were sold as defaults. Mobile-first stuck because screens changed. Cargo-cult distributed systems stuck around as invoices. The durable move was packaging and ops maturity — not rewriting every app into a mesh.

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