~/talks

Sam Kitajima-Kimbrel

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Bowerbirds of Technology: Architecture and Teams at Less-than-Google ScalePyCon 20182018-05-11
Compares decisions at Facebook Google Amazon Uber to practical tradeoffs for smaller teams, pulling concrete cases: Uber’s append-only sparse three-dimensional…
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How we designed an inclusivity-first conference on a shoestring budget and short timelinePyCon 20182018-05-11
North Bay Python builds an inclusivity‑first conference from scratch in under six months on a shoestring budget, proving specific choices matter: a downtown…
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Architecture & Teams at Less-than-Google ScaleThe Lead Developer New York 20182018-04-24
Compares concrete tradeoffs at non-Google scale: Uber builds an append-only schemaless key-value store that gains linear scaling but loses joins…
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Bowerbirds of Technology: Architecture and Operations at Less-Than-Facebook ScalePyCon AU 20172017-08-03
Argues against copying Google scale solutions and gives concrete tradeoffs: Uber builds an append-only sparse 3D hashmap (Bigtable-like) and sacrifices joins…
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One Data Pipeline to Rule Them AllPyCon AU 20172017-08-03
Built a Kafka-backed event pipeline to replace N^2 point-to-point ETLs, moving all records through Apache Kafka with Avro schemas validated at produce time and…
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Lightning Talks - SundayPyCon AU 20172017-08-03
A rapid fire set of practical outcomes and gotchas: a custom CI (Beekeeper + Waggle) runs Docker on AWS ECS and cuts project CI to about $30/month vs $700–$800…
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From Flying Circus to Holy Grail: Migrating the Twilio API from PHP to PythonPyCon AU 20162016-08-12
Company extracts features from a 500k‑line PHP monolith into small services and builds starship, a Python/Flask federation that maps public REST endpoints to…
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From Flying Circus to Holy Grail: Migrating the Twilio API from PHP to PythonPyOhio 20162016-07-30
Twilio’s REST API migrates from a 500k‑line PHP monolith to a fleet of Python services behind a starship proxy (Flask + Flask‑RESTful + requests) that maps…
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