Kimsia
@kimsia
Kimsia
One skill every ML engineer has to master โ
๐ ๐ ๐ฆ๐๐๐๐ฒ๐บ ๐ฑ๐ฒ๐๐ถ๐ด๐ป
Yes. And do you know why?
Because good ML system design has NOT changed at all in the last 5 years.
And it won't.
๐ช๐ต๐... See more
Pau Labarta Bajosubstack.comdata engineering and llm
LLMs Get Lost in Multi-turn Conversation
The cat is out of the bag.
Pay attention, devs.
This is one of the most common issues when building with LLMs today.
Glad there is now paper to share insights.
Here... See more
elvissubstack.comEvery architecture, no matter what it is, partitions possible changes into three categories: local, nonlocal, and architectural.
- A local change can be accomplished by modifying a single elementโfor example, adding a new business rule to a pricing logic module.
- A nonlocal change requires multiple element modifications but leaves the underlying
Paul Clements โข Software Architecture in Practice, 4th Edition
If you're small, you're in a position where it's to your advantage to be weirdโyou can have a point of view that the big tech companies never could. In the world of chairsโyou're not going to build a cheaper chair than Ikea. Why not build something they couldn'tโlike a more interesting one
(Not Boring) Software Inc. โข No More Boring Apps | (Not Boring) Software
Googleโs CEO says AI is jagged, not general.
Hereโs what that means:
โข ๐ช๐ต๐ฒ๐๐ต๐ฒ๐ฟ ๐๐๐ ๐ฎ๐ฟ๐ฟ๐ถ๐๐ฒ๐ ๐ผ๐ฟ ๐ป๐ผ๐, ๐๐ฒโ๐น๐น ๐๐๐ถ๐น๐น ๐ณ๐ฎ๐ฐ๐ฒ ๐บ๐ฎ๐๐๐ถ๐๐ฒ ๐ฑ๐ถ๐๐ฟ๐๐ฝ๐๐ถ๐ผ๐ป: Token use is exploding. Real use cases are forming. Societyโs shockwaves are already here.
โข ๐๐ ๐ฎ๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ ๐ฎ๐ฟ๐ฒ ๐ฝ๐ฎ๐๐ฐ๐ต๐โ๐ฏ๐ฟ๐ถ๐น๐น๐ถ๐ฎ๐ป๐ฐ๐ฒ... See more
Ivan Landabasosubstack.comAmbient infra
This point follows from the previous two: Architecture not only imbues systems with qualities, but does so in a predictable way.
Rick Kazman โข Software Architecture in Practice, 4th Edition
the two earlier points are: 1) a system ability to meet desired or required quality attributes is mostly determined by its architecture 2) the ease of makcing chnages (modifiability) is a quality attrbute
The easiest way to create a sense of overwhelm and mental fatigue is to keep delaying the things you know you need to do.
Recovering Overthinkersubstack.com