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* Industry Track – real-world stories from teams running Scala at scale, exploring lessons learned and business impact.
* Developer Experience Track – deep dives into tooling, productivity, and how to get more out of your daily Scala flow.
* Creative & Mix Track – a vibrant mix of technical talks, playful experiments, and unexpected ways Scala shows up in life and work.
* Martin Odersky: Where Are We With Scala’s Capabilities? https://www.youtube.com/watch?v=p-iWql7fVRg
https://blog.pragmaticengineer.com/yes-you-should-estimate/ > https://news.ycombinator.com/item?id=27006853
https://josephmate.github.io/PowersOf2/ Complexity Estimator
https://earthly.dev/blog/thought-leaders/ > https://news.ycombinator.com/item?id=27467999
https://jacobian.org/2021/may/20/estimation/ > https://news.ycombinator.com/item?id=27687265
https://tomrussell.co.uk/writing/2021/07/19/estimating-large... > https://news.ycombinator.com/item?id=27906886
https://www.scalablepath.com/blog/software-project-estimatio...
https://estinator.dk/ > https://news.ycombinator.com/item?id=28104934
https://news.ycombinator.com/item?id=28662856 How do you do estimates in 2021?
https://web.archive.org/web/20170603123809/http://www.tuicoo... Always Multiply Your Estimates by π > https://news.ycombinator.com/item?id=28667174
https://lucasfcosta.com/2021/09/20/monte-carlo-forecasts.htm... > https://news.ycombinator.com/item?id=28769331
https://tinkeredthinking.com/index.php?id=833 > https://news.ycombinator.com/item?id=28955154
https://blog.abhi.se/on-impact-effort-prioritization > https://news.ycombinator.com/item?id=28979210
https://www.shubhro.com/2022/01/30/hacks-engineering-estimat...
https://www.paepper.com/blog/posts/monte-carlo-for-better-ti...
https://drmaciver.substack.com/p/task-estimation-101 > https://news.ycombinator.com/item?id=32177425
https://morris.github.io/e7/#?t=
https://stevemcconnell.com/17-theses-software-estimation-exp...
https://www.doomcheck.com/ > https://news.ycombinator.com/item?id=34440872
https://github.com/kimmobrunfeldt/git-hours
https://pm.stackexchange.com/questions/34768/why-are-develop... > https://news.ycombinator.com/item?id=35316808
https://erikbern.com/2019/04/15/why-software-projects-take-l... > https://news.ycombinator.com/item?id=36720573
https://news.ycombinator.com/item?id=42173575
https://www.thecaringtechie.com/p/8-guaranteed-ways-to-annoy... > https://news.ycombinator.com/item?id=43146871
Abstract [v2 27 august 2025]
The opportunities offered by LLM coders (and their current limitations) demand a reevaluation of how software is structured. Software today is often “illegible” —lacking a direct correspondence between code and observed behavior— and insufficiently modular, leading to a failure of three key requirements of robust coding: incrementality (the ability to deliver small increments by making localized changes), integrity (avoiding breaking prior increments) and transparency (making clear what has changed at build time, and what actions have happened at runtime). A new structural pattern offers improved legibility and modularity. Its elements are concepts and synchronizations: fully independent services and event-based rules that mediate between them. A domain-specific language for synchronizations allows behavioral features to be expressed in a granular and declarative way (and thus readily generated by an LLM). A case study of the RealWorld benchmark is used to illustrate and evaluate the approach.
CCS Concepts: • Software and its engineering →event-based architectures; • Cooperating communicating processes; • Abstraction, modeling and modularity; • Organizing principles for web applications; • Runtime environments; • Source code generation; • Specification languages; • Orchestration languages.
https://www.youtube.com/watch?v=Y3BESrECaIo Audio only
src: https://www.theregister.com/2025/11/07/researchers_detail_le...
> https://en.wikipedia.org/wiki/Literate_programming
> https://en.wikipedia.org/wiki/Hexagonal_architecture_(softwa...
- root
-- /envs
--- / .dev.env
--- / .test.env
--- / .prod.env
--- / dev.tfvars
--- / test.tfvars
--- / prod.tfvars
- 1_create_network.tf
- 2_create_storage.tf
- 3_create_service.tf
https://www.youtube.com/watch?v=WgPQ-nm_ers Compliance At Scale: Hardened Terraform Modules at Morgan Stanley1. Re-active Wifi
2. Re-active Bluetooth
3. Replace with no backup root network filtering rules file: /etc/pf.conf