~/talks

Michael Nygard

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titleconferencedate
Data: The Land DevOps ForgotGOTO Copenhagen 20242024-09-30
Nubank moves 50 petabytes through 300,000 nightly jobs and 7 million lines of Scala for 100 million customers, and replaces monolithic ETL that runs 14+ hours…
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Incremental Design, DevOps, Microservices & CICDGOTO Copenhagen 20242024-09-30
Claims a working pipeline that auto-generates ETL from each microservice schema, writes Parquet to S3 and is migrating to Delta Lake, using change‑data‑capture…
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Data - The Land DevOps ForgotYOW! Perth 20232023-09-11
Operational analytics handles petabytes per day with a 100,000-node DAG that runs on about 15,000 EC2 instances and nightly batches that now take three to four…
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Lessons Learned Building Developer PlatformsCraft Conference 20232023-05-18
A large legacy company builds an internal developer platform, spends about $10 million early on, and initially targets containerization across AWS, Azure and…
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UncouplingJDD 20192019-10-14
Argues that coupling comes in five concrete forms—operational coupling, development coupling, semantic coupling, functional coupling, and incidental—and shows…
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Stability Patterns & AntipatternsGOTO Chicago 20162016-05-23
Shows a real outage where idle DB connections get dropped by a firewall, TCP retransmits stall threads for 10 minutes and hang whole app servers until dead…
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Microservice PanelGOTO Chicago 20162016-05-23
Conference panel argues containers and automated ops enable microservices but warn they move complexity into contracts, tracing and ops. Typical sizing…
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Game Development DevelopmentClojure/conj 20152015-11-16
A desktop IDE is reimplemented in Clojure with JavaFX on top of an in-memory transactional dataflow graph that turns file string refs into edges, uses…
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Simulation TestingStrange Loop 20142014-09-17
Simulation testing treats testing as a search for failing trajectories through state space, using controlled randomness to generate repeatable scripts and…
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Five Years of DevOps: Where Are We Now?GOTO Chicago 20142014-05-20
Five years in, DevOps claims fast feedback, automation for enablement not self-protection, and measurement that closes the loop — backed by examples like 10…
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Whence Complexity?Clojure/conj 20122012-11-15
Argues that complexity emerges not by design but from five concrete forces — variation, selection, iteration, coupling, constraint — which let systems persist…
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