The strangler fig pattern is pretty much the standard answer here and it actually works when you do it right. You don’t touch the legacy system, you just start routing specific functions through a new layer piece by piece until the old system has nothing left to do. The tricky part is identifying which module to start with, and the answer is almost always whichever one is causing the most…Read More

Honestly, at one point I even upped sticks from a flat in the city centre and moved out to a house just to spend more time outdoors. And sometimes even on autumn evenings I sit out there wrapped in a warm blanket just taking in the views. Main thing is make sure the furniture’s comfortable enough to sit in for hours without getting stiff. Have a look at patio furniture in the UK here:…Read More

Yeah mate, sometimes you just want to sit down, stare into the distance and have a think with a cup of something you enjoy. Main thing is get decent furniture, you know how it is, the weather can do a number on cheap rubbish pretty quickly. Ikea actually has some decent options for that kind of thing.

Being told to go for a walk when you cannot walk is insulting. Calling a friend when you have none hurts. The liven app lets you mark suggestions as not helpful or not accessible. It learns over time. After a few reports, it stops suggesting physical activities if you always skip them. The algorithm adapts to your actual life, not some ideal version. Before trusting this, liven reviews…Read More

Being told to go for a walk when you cannot walk is insulting. Calling a friend when you have none hurts. The liven app lets you mark suggestions as not helpful or not accessible. It learns over time. After a few reports, it stops suggesting physical activities if you always skip them. The algorithm adapts to your actual life, not some ideal version. Before trusting this, liven reviews…Read More

Being told to go for a walk when you cannot walk is insulting. Calling a friend when you have none hurts. The [url=https://www.reddit.com/r/VHA_Human_Resources/comments/1l6zvtc/has_anyone_tried_the_liven_app_for_habitbuilding/]liven[/url] app lets you mark suggestions as not helpful or not accessible. It learns over time. After a few reports, it stops suggesting physical activities if you…Read More

I like to play

Catching those weird edge cases manually takes forever when dealing with thousands of different user inputs from real traffic. Setting up an automated pipeline for testing is the only way to ensure stability during major version shifts. You can do prompt optimization here https://eignex.com/. The system evaluates the performance against different model versions systematically. It…Read More

Model upgrades always alter the established behavior of an agent since the underlying weights shift around so much. The instructions that gave perfect outputs yesterday suddenly trigger complete nonsense on the new architecture. Running side-by-side comparisons between versions is just the standard procedure for any production environment now. A lot of developers spin up local testing…Read More