Uploaded June 2026 | Updated September 2026, 2 weeks ago
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
gotocph.com
Gregor Hohpe - Author of "Platform Strategy", "The Software Architect Elevator", et al.
RESOURCES
twitter.com/ghohpe
linkedin.com/in/ghohpe
eaipatterns.com
architectelevator.com
Links
twitter.com/ghohpe/status/1513362076990803969
github.com/97-things/97-things-every-programmer-should-know
youtu.be/Zrj7RD7G24Q
thingiverse.com/thing:6513
ABSTRACT
Let’s be honest, the tech we use today is amazing, but it can also be complex.
It’s only natural that teams want to build platforms that hide this complexity to improve productivity, avoid mistakes, and reduce cognitive load. But they may be misled to believe that the more complexity they hide, the better their platform is. Instead, they end up creating dangerous illusions!
This talk reflects on two decades of building complex distributed systems, highlighting where abstractions helped and where illusions led to major disappointments. [...]
TIMECODES
00:00 Intro
02:03 We shifted everything so far left, it piled up
04:12 Economies of scale & speed
14:23 Platform # IT service
16:0 Overcoming constraints
22:52 Standing on shoulders of giants
27:48 Abstractions vs. Composition
45:52 Outro
30:53 Build abstractions, not illusions!
Read the full abstract here:
gotocph.com/2025/sessions/3672
RECOMMENDED BOOKS
Gregor Hohpe • Platform Strategy • amzn.to/4cxfYdb
Gregor Hohpe • The Software Architect Elevator • amzn.to/3F6d2ax
Gregor Hohpe • Cloud Strategy • amzn.to/3TOS3Nv
Gregor Hohpe • Enterprise Integration Patterns, Vol 2 • amzn.to/3TNedQ3
Gregor Hohpe & Bobby Woolf • Enterprise Integration Patterns • amzn.to/3DqII9l
Gregor Hohpe • 37 Things One Architect Knows About IT Transformation • amzn.to/3z8uhnw
Kevlin Henney & Trisha Gee • 97 Things Every Java Programmer Should Know • amzn.to/3kiTwJJ
https://bsky.app/profile/gotocon.com
twitter.com/GOTOcon
linkedin.com/company/goto-
instagram.com/goto_con
facebook.com/GOTOConferences
#SoftwareArchitecture #PlatformEngineering #PlatformAsAProduct #ComplexDistributedSystems #DistributedSystems #PlatformAbstraction #ControlFlow #Abstraction #GregorHohpe #GOTO
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youtube.com/user/GotoConferences/?sub_confirmation=1
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
gotocph.com
Gregor Hohpe - Author of "Platform Strategy", "The Software Architect Elevator", et al.
RESOURCES
twitter.com/ghohpe
linkedin.com/in/ghohpe
eaipatterns.com
architectelevator.com
Links
twitter.com/ghohpe/status/1513362076990803969
github.com/97-things/97-things-every-programmer-should-know
youtu.be/Zrj7RD7G24Q
thingiverse.com/thing:6513
ABSTRACT
Let’s be honest, the tech we use today is amazing, but it can also be complex.
It’s only natural that teams want to build platforms that hide this complexity to improve productivity, avoid mistakes, and reduce cognitive load. But they may be misled to believe that the more complexity they hide, the better their platform is. Instead, they end up creating dangerous illusions!
This talk reflects on two decades of building complex distributed systems, highlighting where abstractions helped and where illusions led to major disappointments. [...]
TIMECODES
00:00 Intro
02:03 We shifted everything so far left, it piled up
04:12 Economies of scale & speed
14:23 Platform # IT service
16:0 Overcoming constraints
22:52 Standing on shoulders of giants
27:48 Abstractions vs. Composition
45:52 Outro
30:53 Build abstractions, not illusions!
Read the full abstract here:
gotocph.com/2025/sessions/3672
RECOMMENDED BOOKS
Gregor Hohpe • Platform Strategy • amzn.to/4cxfYdb
Gregor Hohpe • The Software Architect Elevator • amzn.to/3F6d2ax
Gregor Hohpe • Cloud Strategy • amzn.to/3TOS3Nv
Gregor Hohpe • Enterprise Integration Patterns, Vol 2 • amzn.to/3TNedQ3
Gregor Hohpe & Bobby Woolf • Enterprise Integration Patterns • amzn.to/3DqII9l
Gregor Hohpe • 37 Things One Architect Knows About IT Transformation • amzn.to/3z8uhnw
Kevlin Henney & Trisha Gee • 97 Things Every Java Programmer Should Know • amzn.to/3kiTwJJ
https://bsky.app/profile/gotocon.com
twitter.com/GOTOcon
linkedin.com/company/goto-
instagram.com/goto_con
facebook.com/GOTOConferences
#SoftwareArchitecture #PlatformEngineering #PlatformAsAProduct #ComplexDistributedSystems #DistributedSystems #PlatformAbstraction #ControlFlow #Abstraction #GregorHohpe #GOTO
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![The Past, Present & Future of Programming Languages • Kevlin Henney • YOW! 2025
This presentation was recorded at YOW! Australia 2025. #GOTOcon #YOW
https://yowcon.com
Kevlin Henney - Consultant, Programmer, Keynote Speaker, Technologist, Trainer & Writer @KevlinHenney
RESOURCES
https://bsky.app/profile/kevlin.bsky.social
https://about.me/kevlin
https://twitter.com/KevlinHenney
https://linkedin.com/in/kevlin
https://instagram.com/kevlin.henney
https://kevlinhenney.medium.com
Links
https://www.cse.sc.edu/~mgv/csce330f14/Backus78.pdf
https://dl.acm.org/doi/pdf/10.1145/359138.359140
https://www.tiobe.com/tiobe-index
https://spectrum.ieee.org/top-programming-languages-2025
https://dl.acm.org/doi/pdf/10.1145/362929.362947
https://craftofcoding.wordpress.com/2021/03/05/superplan-groovy
https://github.com/e-n-f/if-then-else/blob/master/if-then-else.md
https://twobithistory.org/2019/01/31/simula.html
https://www.microsoft.com/en-us/research/blog/lambda-the-ultimatae-excel-worksheet-function
https://redmonk.com/sogrady/2025/06/18/language-rankings-1-25
https://medium.com/@SmokeAndStrive/stack-overflows-traffic-dropped-50-here-s-the-real-reason-6efc12c312c4
https://github.blog/developer-skills/programming-languages-and-frameworks/typescripts-rise-in-the-ai-era-insights-from-lead-architect-anders-hejlsberg
ABSTRACT
Programming languages are a halfway house between the metal and the mind, a bridge between the world of circuits and the world of applications, the engineered and the social. Programming languages are the medium through which developers codify systems and fragments. In each programming language is embedded a philosophy (or many) of how to think about code, how to organise thoughts, how to design. Programming languages also define skillsets, ecosystems, jobs, loyalties and communities.
When we think of software and technology we often think in terms of progress and rapid change. Programming languages, however, typically move at a far slower pace. Mainstream languages are still embracing ideas that are decades old. Constructs that developers welcome as new to their language of choice are often older than the developers themselves.
And over all this hangs the question, what of the future?
How will current trends, from FOSS to LLMs, shape programming languages and their use?
In this talk, we will take a tour of the past, present and future of programming languages. [...]
TIMECODES
00:00 Intro
04:57 John Backus: Fortran
08:53 Programming language rankings
21:08 Bjarne Stroustrup
22:14 Prog. languages chronologically ordered
28:30 Algol 68
34:38 if-then-else
36:40 Subroutines
41:35 Block structure
44:10 FP languages
45:20 LISP & Machine Learning
50:10 Betterigdes law
50:55 Outro
Download slides and read the full abstract here:
https://yowcon.com/brisbane-2025/sessions/3870
RECOMMENDED BOOKS
Kevlin Henney & Trisha Gee • 97 Things Every Java Programmer Should Know • https://amzn.to/3kiTwJJ
Kevlin Henney • 97 Things Every Programmer Should Know • https://amzn.to/2Yahf9U
Henney & Monson-Haefel • 97 Things Every Software Architect Should Know • https://amzn.to/3pZuHsQ
Henney, Buschmann & Schmidt • Pattern-Oriented Software Architecture Volume 5 • https://amzn.to/3GAPzN7
Edsger W. Dijkstra • A Discipline of Programming • https://amzn.to/3JlwHV6
Anthony Doerr • Cloud Cuckoo Land • https://amzn.to/4axghXq
https://bsky.app/profile/gotocon.com
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#ProgrammingLanguages #ProgrammingLanguage #TIOBEIndex #RedMonk #FutureProgrammingLanguages #Fortran #JohnBackus #RobertFloyd #BjarneStroustrup #Algol #occam #Fibonacci #EdsgerDijkstra #Plakalkül #HeinzRutishauser #BarbaraLiskov #FOSS #TodayInTech #KevlinHenney #YOWcon
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https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 The Past, Present & Future of Programming Languages • Kevlin Henney • YOW! 2025](https://i.ytimg.com/vi/nNWROjHZzuU/mqdefault.jpg)
![How Fast Can You Parse 1 Billion Rows in Java? – Insane Speed Test • Roy van Rijn • GOTO 2025
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
https://gotocph.com
Roy van Rijn - Experienced Developer & Architect, Robotics Enthusiast & Hobby Mathematician @royvanrijn
ORIGINAL TALK TITLE
How Fast Can You Parse a File with 1 Billion Rows of Weather Data Using Java?
RESOURCES
https://bsky.app/profile/royvanrijn.com
https://x.com/royvanrijn
https://www.linkedin.com/in/royvanrijn
https://github.com/royvanrijn
https://royvanrijn.com
Links
https://adventofcode.com
https://x.com/gunnarmorling
https://www.morling.dev
https://github.com/thomaswue/1brc-steps
https://github.com/gunnarmorling/1brc/blob/main/README.md#1brc-on-the-web
https://thomaswue.dev
ABSTRACT
Last January a challenge was posted online by Gunnar Morling: How fast can you parse a file with 1 billion rows of weather data using Java?
Little did I know this deceivingly simple question would lead me down a path that taught me all about: parallelism, memory mapped files, SWAR techniques (SIMD as a register), bit twiddling, branchless code, mechanical sympathy, Graal native compilation and finally... I even turned to the dark side: using sun.misc.Unsafe.
Join me in this deep dive where Ill explain all the code changes and tricks that took me from the reference implementation which processes the billion records in 4+ minutes, to processing everything in under 2 seconds.
Who knew Java could be this fast? [...]
TIMECODES
00:00 Intro
01:00 The challenge
04:07 Watch, learn, adopt, experiment
05:35 Which JVM?
07:03 Temperature as integer
08:01 Memory mapped files
09:35 Getting unsafe
11:04 SWAR
14:08 Stringless
14:55 Branchless programming
16:52 Parse the temperature
24:22 Exploit the data
25:22 Mechanical sympathy
26:32 Keeping track
34:59 Remember this?
36:40 Results
37:05 Summary
38:39 Outro
Download slides and read the full abstract here:
https://gotocph.com/2025/sessions/3671
RECOMMENDED BOOKS
Monica Beckwith • JVM Performance Engineering • https://amzn.to/3zuJ7Ig
Scott Oaks • Java Performance • https://amzn.to/4eNhlH4
Trisha Gee, Kathy Sierra & Bert Bates • Head First Java • https://amzn.to/3k59BJ6
Trisha Gee & Kevlin Henney • 97 Things Every Java Programmer Should Know • https://amzn.to/3kiTwJJ
https://twitter.com/GOTOcon
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#Java #JVM #GraalVM #JavaProgramming #JavaProgrammingTutorial #Parsing #Parallelism #MemoryMappedFiles #SWAR #BitTwiddling #BranchlessCode #MechanicalSympathy #GraalNative #JavaProgramming #AdventOfCode #1BillionRowChallenge #GunnarMorling #RoyvanRijn #TodayInTech #GOTO
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https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 How Fast Can You Parse 1 Billion Rows in Java? – Insane Speed Test • Roy van Rijn • GOTO 2025](https://i.ytimg.com/vi/pHZF-zJ3Bpg/mqdefault.jpg)

![A Fun & Absurd Introduction to Vector Databases • Alexander Chatzizacharias • GOTO 2025
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
https://gotocph.com
Alexander Chatzizacharias - Software Engineer at JDriven
RESOURCES
https://bsky.app/profile/glycin.bsky.social
https://twitter.com/glyc1n
https://github.com/glycin
https://www.linkedin.com/in/alexander-chatzizacharias
ABSTRACT
Vector databases have emerged as an exciting new tech in the world of data storage. Unsurprisingly enough, they have become the go-to choice for storing vectors (who would have thought?!) and are widely used in conjunction with generative AI. Apart from their use in AI applications, they can also be extremely handy as search engines, especially if you are looking to implement natural language interfaces. If youre reading this and eager to harness the power of vector databases to bring your application to the next level, then this talk is tailor-made for you!
Whether youre an experienced database professional or an adventurous developer seeking fresh perspectives, Alexander will guide you through the process of getting started with a Vector Database. He will demonstrate how to translate your data into vectors and master the art of querying that data. From text search to image search to generative search, Alexanders goal is to provide an engaging introduction to Vector Databases and, hopefully, inspire you to explore their full potential. [...]
TIMECODES
00:00 Intro
01:28 Goal of this talk
02:54 Vectors
05:47 Machine learning
09:05 Vector databases
14:53 Demo
16:45 Vector databases continued
19:16 Implementing our own search
21:40 Demo: HNSW
25:04 Demo: Matrix
28:17 Demo: D&D
31:49 Demo: Pokemon
36:34 Demo: D&D
41:55 Demo: Duncan Hills
45:07 Outro
Download slides and read the full abstract here:
https://gotocph.com/2025/sessions/3588
RECOMMENDED BOOKS
Alex Castrounis • AI for People and Business • https://amzn.to/3NYKKTo
Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ
Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP
https://twitter.com/GOTOcon
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#VectorDatabase #Vectors #DataStorage #Weaviate #Elastic #GenerativeAI #Database #TodayInTech #AlexanderChatzizacharias
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https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 A Fun & Absurd Introduction to Vector Databases • Alexander Chatzizacharias • GOTO 2025](https://i.ytimg.com/vi/qpUUEXq4xBU/mqdefault.jpg)
![Application-Driven Infrastructure Deployment • Kief Morris • GOTO 2025
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
https://gotocph.com
Kief Morris - Author of Infrastructure as Code & Distinguished Engineer at Thoughtworks @KiefMorris
ORIGINAL TALK TITLE
Application-Driven Infrastructure Deployment: Enabling More Effective Software Delivery
RESOURCES
https://bsky.app/profile/kief.com
https://twitter.com/kief
https://github.com/kief
https://www.linkedin.com/in/kiefmorris
https://infrastructure-as-code.com/posts
https://kief.com
Links
https://infrastructure-as-code.com/resources
ABSTRACT
Cloud and Infrastructure as Code often doesnt deliver on its original promise to remove barriers to delivering software. We need to move past old-school, bottom-up infrastructure deployment of monolithic environments.
In this talk, Kief explains how inverting control of the infrastructure deployment process can create measurable improvements in the effectiveness of software delivery. [...]
TIMECODES
00:00 Intro
02:03 The promise of cloud & Infrastructure as Code
04:57 Infrastructure disconnect
07:26 Measuring effectiveness
13:18 Infrastructure & software delivery
18:52 Pre-poured infrastructure
21:12 Application- driven infrastructure
29:04 Composable infrastructure
36:04 Challenges
37:33 Outro
Download slides and read the full abstract here:
https://gotocph.com/2025/sessions/3935
RECOMMENDED BOOKS
Kief Morris • Infrastructure as Code • https://amzn.to/4e6EBQc
Matthew Skelton & Manuel Pais • Team Topologies • http://amzn.to/3sVLyLQ
Dave Thomas • simplicity • https://amzn.to/43FghBJ
Dave Thomas & Andy Hunt • The Pragmatic Programmer • https://amzn.to/43QuMBj
https://bsky.app/profile/gotocon.com
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#InfrastructureAsCode #SoftwareArchitecture #Monolith #InfrastructureDeployment #Cloud #CloudNative #SoftwareDelivery #TodayInTech #KiefMorris #GOTO
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https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 Application-Driven Infrastructure Deployment • Kief Morris • GOTO 2025](https://i.ytimg.com/vi/r06NY-heh-E/mqdefault.jpg)

![Sustainable Augmented Development • Kent Beck • YOW! 2025
This presentation was recorded at YOW! Australia 2025. #GOTOcon #YOW
https://yowcon.com
Kent Beck - Software Engineer & Creator of Extreme Programming @KentLBeck
RESOURCES
https://bsky.app/profile/kentbeck.bsky.social
https://www.kentbeck.com
https://github.com/KentBeck
https://twitter.com/KentBeck
https://www.linkedin.com/in/kentbeck
https://tidyfirst.substack.com/about
ABSTRACT
Genies are great at cranking out features. Unfortunately they don’t clean the kitchen as they cook. Progress slows then stops as yesterday’s expedient decision becomes today’s roadblock.
What would it take to get the trajectory in red instead of the one in blue?
• Development in small steps validated by automated tests
• Periodic pauses in feature development to improve structure and thus increase optionality
• Potentially a new approach to augmented coding manipulating the tree structure of the code, not just the tokens
Sound familiar? [...]
TIMECODES
00:00 Intro
06:26 Cello-Story
08:10 Programming in uncertain times
13:03 3X: Explore Expand Extract
27:20 Feature drag
43:52 Junior developer: Profit over time
49:25 Closing thoughts
58:26 Outro
Read the full abstract here:
https://yowcon.com/brisbane-2025/sessions/3896
RECOMMENDED BOOKS
Kent Beck • Tidy First? • https://amzn.to/4gscjjK
Kent Beck & Cynthia Andres • Extreme Programming Explained • https://amzn.to/3sBASDG
Kent Beck • Test Driven Development • https://amzn.to/3U4AXLs
Kent Beck, Fowler, John, William, Don & Gamma • Refactoring • https://amzn.to/3SFBYbN
Kent Beck • Implementation Patterns • https://amzn.to/3sBlCGL
https://bsky.app/profile/gotocon.com
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#SustainableDevelopment #SoftwareDesign #XP #TDD #JUnit #EmpiricalDesign #ExtremeProgramming #Explore #Expand #Extract #3X #Ergodicity #Coupling #ConstantinesEquation #TodayInTech #Programming #SoftwareEngineering #KentBeck
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![Best Simple System for Now • Daniel Terhorst-North • GOTO 2025
This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
https://gotocph.com
Daniel Terhorst-North - Originator of Behavior Driven Development (BDD) & Principal at Dan North & Associates @daniel-terhorst-north
RESOURCES
https://bsky.app/profile/tastapod.com
https://www.linkedin.com/in/tastapod
https://github.com/tastapod
https://mastodon.social/@tastapod
http://dannorth.net/blog
https://goalwards.co
Links
https://xkcd.com/974
https://adventofcode.com
ABSTRACT
Software teams often face a false choice: move fast and accumulate technical debt, or build the perfect system and miss the deadline. But there may be a third path, the Best Simple System for Now (BSSN).
This session introduces a pragmatic yet principled approach to software design: systems that are as simple as possible but no simpler. You’ll learn how to design code that is robust, change-friendly, and fit for purpose, while avoiding both gold-plating and corner-cutting.
Through practical examples, we explore how to manage complexity, embrace uncertainty, and make sound decisions using concepts like Cost of Delay and RAROC. [...]
TIMECODES
00:00 Intro
03:44 Agenda
05:05 Defining the best simple system for now
26:17 Do not try this at home
34:41 Why no one else is doing this
40:09 And then what?
43:00 Outro
Download slides and read the full abstract here:
https://gotocph.com/2025/sessions/3737
RECOMMENDED BOOKS
Donald G. Reinertsen • The Principles of Product Development Flow • https://amzn.to/3hJ2Ye2
Eliyahu M. Goldratt • Beyond the Goal • https://amzn.to/3wDbAL1
Kent Beck, Fowler, John, William, Don & Gamma • Refactoring • https://amzn.to/3SFBYbN
Kent Beck & Cynthia Andres • Extreme Programming Explained • https://amzn.to/3KeL5P5
Jez Humble & Dave Farley • Continuous Delivery • https://amzn.to/3ocIHwd
Robert B Cialdini • Influence, New and Expanded • https://amzn.to/3tL8GxB
Aino Vonge Corry • Retrospective Antipatterns • https://amzn.to/3naFk84
Subramaniam & Hunt • Practices of an Agile Developer • https://amzn.to/2XjbWor
https://bsky.app/profile/gotocon.com
https://www.linkedin.com/company/goto-
https://www.instagram.com/goto_con
https://www.facebook.com/GOTOConferences
#Programming #SoftwareEngineering #Polyglot #Patterns #AntiPaterns #BuildTheRightProduct #GoodProgrammers #Change #CUPID #VESPA #Team #TechTeam #TodayInTech #DanNorth #DanielTerhorstNorth #GOTO
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https://www.youtube.com/user/GotoConferences/?sub_confirmation=1 Best Simple System for Now • Daniel Terhorst-North • GOTO 2025](https://i.ytimg.com/vi/u4Cv65F9DcY/mqdefault.jpg)