I author internal software rather than something public, but I think this method still would apply thinking back on SaaS apps I've built.
I use Github generated release notes based on Pull Request bodies and this is more than sufficient for my dev team.
I think have a small app in my different internal web application called `releases` (a Django app) that has a simple model called Release. I hand write the release notes, copy and paste the version number, and select date for each release (sometimes I'll batch add them if I get behind).
But I had write them with my audience in mind (business system users - who care about specific bugs or features; i leave out any internal things that wouldn't be of interest).
At the footer, or a small indicator in side bar, I display the version number that was created through our automated release process (Github Release triggers a release and the tag that is the version number gets set as an env var in my Docker image). Clicking that takes the user to a /release-notes/ page that has a descending order list of the notes that I hand author in the Django admin.
Pretty low tech but I find I like to be able to hand author the notes with the user's in mind.
You can save some memory by moving to Polars from Pandas but watch out for a subtle difference in the quantile's different default interpolation methods.
Claude, can you please explain this for someone with a high school level understanding of science?
I'll break this down into simpler terms!
You might have seen viral videos or heard about what happens when you put two grapes in a microwave - they create impressive sparks and even plasma (which is like a super-hot, glowing gas, similar to what's in those plasma ball toys).
The key points of this paper are:
First, some background:
- When two grapes are placed close together in a microwave, they act like a special kind of antenna or lens for microwave energy
- This creates an incredibly intense concentration of energy between the grapes (they call this a "hotspot")
What's new in this research:
- The scientists used tiny diamonds that contain special defects called nitrogen-vacancy centers (think of these like extremely sensitive sensors)
- They placed these special diamonds between two grapes in a controlled setup
- Using these diamond sensors, they could measure how strong the magnetic field was between the grapes
- They found that the magnetic field between the grapes was twice as strong as it would be normally
Why this matters:
- Previous research only looked at the electric fields between the grapes
- This study confirms that grapes can also concentrate magnetic fields
- This could be useful for quantum computing and other advanced technologies that need precise control of magnetic fields
Think of it like this: If you put two magnifying glasses next to each other, they can concentrate light into a very bright spot. The grapes are doing something similar, but with microwaves instead of light. The scientists used special diamonds as a tool to measure just how concentrated this "microwave spot" becomes.
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I don't even try reading stuff like this on my own anymore. Maybe I'm just dumber than most, but I find Claude's explanation so much more accessible.
"With nearly 30 years of data showing significant progress, it’s clear that farmers in the EAA have done more to improve water quality in South Florida than any other private group in state history."
I've worked on plenty of large projects and haven't run into places were I've "lost control". Just the opposite, I have found it to be very extensible.
I'm curious if there are cases I haven't hit that you have, though.
We used to have that but it only accounted for a small fraction of sales. Our customers are large enterprises that have a quotation/PO invoicing cycle that pay by check or wire.
I've been generating income from http://aminosoftware.com going on 11 years now. There have been updates with every release of SQL Server and a handful of bug fixes over the years but it's amounted to about 10 hours of work per year.
I have been running http://aminosoftware.com for almost 10 years now with a partner. It's not huge money but we do zero promotion and support amounts to a handful of emails a year and pays for my kids private school. Our customers are government and enterprise so purchase through invoice/PO paperwork but that's just a few minutes using a google docs template.
You can be injured doing any activity, especially activities incorrectly. You can also die prematurely from inactivity.
I've been doing CrossFit for 2 years and feel better than I have in decades. I do have a background in weightlifting (college football). However, my wife does CrossFit as well and prior to starting she never touched weights. Again, she feels better than ever. But then again she isn't being stupid about doing movements she is uncomfortable with and isn't loading until she has got the technique down. Furthermore, there are 70+ year olds in our classes, some of them first timers as well. They are obviously not snatching their body weight but scale the exercises appropriate to them.
I guess this just goes along with a general societal trend to eschew personal responsibility and blame externalities.
I attended an Ivy (Penn). Most of my friends were far from wealthy. Many from what most in the US would consider poor backgrounds. It's hard for me to speak on their behalf here, but it's quite obvious seeing them now how radically their lives have changed.
It seems that there are those who pursue greatness and success and use their challenges and circumstances as motivation to do better and those that see themselves as handicapped and disadvantaged.
Are there pompous kids? Sure. But I believe that exists anywhere and quite frankly, I felt that those kids were the ones who were missing out. Missing out on relationships with people who were not caught up on the superficial, either because they couldn't afford to be, or didn't care.
I think it's a mistake to apply one-size-fits-all advice to CrossFit. Can it be dangerous? Sure. Can it work well if you are not an idiot? Sure.
Bottom line is, you, as the athlete, must listen to his body first and foremost.
Push through soreness, sure. But acute pain? No way.
The problem is, perhaps, that non-athletes come into CrossFit and haven't learned the difference and are not coached on the difference. As a former college athlete (football), that nuance had become second nature to me and therefore I know when to use the coaching prompts to push through to motivate me and I also know when to ignore them because I feel a potential injury coming or realize my form is breaking down.
I think part of the problem might lie in how easy it is to become CrossFit certified, not with the regimes themselves.
I use Github generated release notes based on Pull Request bodies and this is more than sufficient for my dev team.
I think have a small app in my different internal web application called `releases` (a Django app) that has a simple model called Release. I hand write the release notes, copy and paste the version number, and select date for each release (sometimes I'll batch add them if I get behind).
But I had write them with my audience in mind (business system users - who care about specific bugs or features; i leave out any internal things that wouldn't be of interest).
At the footer, or a small indicator in side bar, I display the version number that was created through our automated release process (Github Release triggers a release and the tag that is the version number gets set as an env var in my Docker image). Clicking that takes the user to a /release-notes/ page that has a descending order list of the notes that I hand author in the Django admin.
Pretty low tech but I find I like to be able to hand author the notes with the user's in mind.