~/talks

James Lewis

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Tech Truth: Teaching Kids to Code with Sonic PiGOTO Copenhagen 20252025-09-29
Open-source music coding environment claims millions of users and school adoption, uses SuperCollider for synthesis, a Ruby runtime plus C++ MIDI and Ableton…
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The Way the Future WasGOTO Copenhagen 20252025-09-29
Four short histories run through specific claims and failures: optimistic 20th‑century futures like fully automated luxury space communism fail by distribution…
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The Magic of Small Things – Microservices 10 Years OnGreat International Developer Summit 20252025-04-22
A greenfield implementation builds a near real‑time loyalty system that must handle Walmart scale on Black Friday and goes live in an 18‑month Walmart‑scale…
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How Flow Works and other CuriositiesGreat International Developer Summit 20252025-04-22
Explains why 42 of 47 days are waiting not working with a concrete value stream example (47 days vs 5 days), uses queuing theory to show congestion collapse…
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How Flow Works and other curiositiesAgile meets Architecture 20252025-04-03
Work arrives and moves as information through value streams, with an example showing 5 days of value work buried under 42 days of wait for a 47‑day lead time…
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SAG Expert Interview #05: The Evolution of MicroservicesSoftware Architecture Gathering 20242024-11-11
Originating as a reaction to monoliths and heavyweight integration, microservices claim to trade big-bang SOA for independently deployable services and team…
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KeynoteSoftware Architecture Gathering 20242024-11-11
History of microservices traces a 2012 origin story and nine characteristics that push for small, single‑responsibility services deployed from different…
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Early Days of Agile Development & Is Design Dead?GOTO Copenhagen 20242024-09-30
Recounts the Chrysler payroll rescue where a team pulls a crashed project back to life using extreme programming: relentless testing, continuous integration…
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Panel: Microservices, Where Did It All Go WrongGOTO Copenhagen 20242024-09-30
Argues microservices work when chosen for specific needs, not as a default, and shows common failures: rushed boundary decisions during hypergrowth, brittle…
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The Magic of Small Things - 10 Years of MicroservicesGOTO Copenhagen 20242024-09-30
Argument: microservices become the dominant style because splitting huge monoliths (five to twenty million lines, clients with 250 million lines of COBOL) into…
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How to Get People Excited about Functional ProgrammingGOTO Copenhagen 20242024-09-30
Argues functional programming wins when it reduces side effects and makes core logic as testable as math functions, and recommends learning by building: build…
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How Flow WorksGOTO Amsterdam 20242024-06-10
Argues that self‑service clouds plus continuous delivery change flow by turning organizational bottlenecks into queuing problems and uses queuing theory…
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Data-Driven Cyber Policy: From Dream to RealityRSA Conference 20242024-05-06
Government data collection ramps up with CIRCIA incident reporting and a proposed incident form that asks for MITRE ATT&CK mapping so analysts can track TTPs…
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How Flow Works & Other CuriositiesYOW! Perth 20232023-09-11
Argues that work is information flowing through value streams, models it with agent‑based simulation (NetLogo, a C behavior‑tree prototype, and…
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How Work WorksCopenhagen Developers Festival 20232023-08-28
Argues that self‑service clouds (AWS/Google) behave like an M/M/C queue where C→∞, explaining why they speed delivery, and that many platform teams are just a…
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How Work WorksGOTO Aarhus 20232023-05-22
Ten years of trends condense into a claim: simulate organisations with agent-based models plus LLMs to predict flow and de-risk changes. Examples: Thoughtworks…
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Software Architecture, Team Topologies & Complexity ScienceYOW! Melbourne 20222022-12-08
Argues that scaling follows measurable laws: Amazon shows a 1.15 exponent of revenue vs employees (superlinear growth), cities show both superlinear innovation…
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Lean & Lego: Building the Millennium Falcon ReduxNDC Oslo 20222022-09-26
Office engineers turn a 5,000‑piece set and a 300‑page manual into a finished Millennium Falcon by applying measurable lean practices: value stream maps…
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Team Topologies, Software Architecture & ComplexityGOTO Amsterdam 20222022-06-12
Argues that team structure drives architecture and scaling using Team Topologies’ four team types, value‑stream maps and Santa Fe Institute scaling laws; shows…
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Lean & Lego: Building the Millennium Falcon ReduxNDC Porto 20222022-04-25
A group of engineers uses lean product development to assemble a 5,000+ piece Millennium Falcon from a 300‑page manual and proves the techniques speed real…
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Keynote - Software Architecture, Team Topologies and Complexity ScienceNDC Porto 20222022-04-25
Research ties microservices, Team Topologies and complexity science to measurable scaling laws: typical companies show sublinear revenue scaling (~0.85) while…
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Software Architecture, Team Topologies & Complexity ScienceYOW! 20212021-11-30
Argues organizations must optimize the flow of value and shows concrete practices that do this: Amazon-style forcing functions (teams must use externalized…
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Scale, Flow and MicroservicesGOTOpia Chicago 20212021-04-20
Shows that the same scaling laws from biology and cities apply to software organizations: mammal metabolic rate scales with exponent 0.75, typical companies…
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Scale, Flow and MicroservicesGOTOpia February 20212021-02-09
Argues that scaling follows measurable power laws: mammal metabolism ~0.75 exponent, company revenue ~0.85 exponent, while Amazon/AWS shows 1.15 superlinear…
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Scale, Microservices and FlowBuild Stuff 20192019-11-13
Argues that universal scaling laws from the Santa Fe Institute explain why hierarchies slow organisms and companies (metabolic-rate exponent 3/4), why listed…
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Panel: ArchitectureØredev 20192019-11-06
Panel argues specific tradeoffs: start with a monolith because it’s easier for small teams and split only when uneven growth forces independent scaling…
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Flow, microservices and scale|Øredev 20192019-11-06
Recent research connects biological scaling laws to software orgs: metabolic rate follows a 3/4 exponent, public companies’ revenue scales ~0.85 per doubling…
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Betting on evolutionary architectureNDC Sydney 20182018-09-17
A 15-year-old C++ SOA science publisher making $3B a year gets replaced using a walking skeleton and microservice approach; heavy XSLT transforms on AWS S3…
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Betting on Evolutionary ArchitectureNDC Oslo 20182018-06-11
Argues that treating architecture as an experimentable asset lets teams place tiny bets and pivot: uses infrastructure as code, CI pipelines, canary and…
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Microservices and the Inverse Conway ManoeuvreNDC TechTown 20172017-10-17
Argues that shaping teams around business capabilities (not tech silos) produces decoupled, deployable services and faster delivery; cites MIT/HBR and Thomas…
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Microservices and the Inverse Conway ManoeuvreNDC Oslo 20172017-06-14
Claim: organizational boundaries shape code, so deliberately redesign teams to change architecture. Reorganize into cross‑functional, long‑lived product teams…
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Betting on Performance: A note on Hypothesis-driven Performance TestingNDC Oslo 20172017-06-14
Project replaces a legacy publishing platform, uses Siege and Vegeta for quick load probes, Graphite and OpenTracing for telemetry, and Ansible for…
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Microservices and the Inverse Conway ManoeuvreNDC London 20172017-01-16
Claim: software boundaries become team boundaries, so reorganizing teams reshapes architecture. Evidence: studies (Allen, Conway, Dunbar) and a ThoughtWorks…
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Microservices & the Inverse Conway ManeuvreGOTO Copenhagen 20152015-10-05
Argues that organizing teams as stable, cross‑functional lines of business produces modular microservice architectures by design: examples include a…
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Why code describes businessDevOpsCon Berlin 20152015-06-29
Conway's 1968 paper gives the central claim: organizations that are tightly coupled produce tightly coupled systems, validated later by MIT and HBR studies…
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Building Systems that are #neverdoneGOTO Amsterdam 20152015-06-18
Argues microservices let a system last while individual components are replaced, but they break end-to-end testing and force new practices: prefer lots of unit…
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How I Finally Stopped Worrying & Learnt to Love Conway’s LawGOTO Chicago 20152015-05-11
Conway’s Law predicts architectures mirror organization, and this is shown with concrete numbers and fixes: a ticketing e‑commerce project with ~200/100…
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Interview with James LewisGOTO Copenhagen 20142014-09-25
Microservices are presented as a 40 year old set of complementary practices that coalesce into a pattern language rather than a marketing platform. Key claims…
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