Once in a while, you may have wondered why builds running on CI agents can still hit OOM errors, even on machines with large amounts of memory. For example, how is it possible to hit an OOM on a 32 GB machine even after setting a 16 GB heap?
The first and most immediate answer is that the value configured via jvmargs in gradle.properties applies only to the hea...
We should all have had this question,
why not just use cache everywhere if cache is faster than a database?
I want to quantify and show the difference to you today.
You are thinking, ok this read is going to be a waste of time, I am just gonna say Cache is volatile and move on to doomscroll, or vibe code or watch the latest Ai slop VC drama. ...
How to compare translation APIs without rewriting your workflow
Comparing translation APIs sounds simple until you try to do it in a real workflow.
On paper, you are just swapping one provider for another.
In practice, you end up touching request formats, auth handling, retries, fallback logic, content-type handling, and often parts of the app that ...
Most semantic search tutorials start the same way: add a vector database.
The feature request sounded simple: type question, get the right internal doc back.
A few hundred documents. Support notes and wiki pages.
Nothing exotic. The kind of thing that should take a week, maybe less.
They did what most of us would do today.
They watched a couple of Lan...
Most startups hit the same wall: infrastructure is falling apart, your CTO is doing DevOps at 2am, and hiring a full-time DevOps engineer feels impossible.
Let's run the actual numbers on your options.
According to Glassdoor and Levels.fyi data for 2026:
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