I'm pretty impressed with regular Claude Code with Opus 4.7/4.8 in finding vulnerabilities in our code. Maybe 70% are false positives though. It's a lot of work to manually push back on the findings. Still worth it.
One example was Claude thinking we could optimize converting vector tiles to raster by operating in float32 rather than float64. It turned out the library we have to use casts to float64 anyway, so the work of casting to 32 then to 64 rather than staying at 64 actually slowed the path down by 12%.
Yet it also finds the odd thing that isn't very intuitive but leads to marked improvements I never would have uncovered because... Well, as a human with only 24 hours in a day, there's no way I'll turn over every leaf and find these items on my own.
I'm totally fine with the false positives because they're so easy the verify.
The perspective that is constantly missing from these one-sided ICE threads on HN and Reddit (but often exposed in videos after the fact): What are the civilians/protesters actually doing in these situations?
This kind of "I'm a sovereign citizen, you can't touch me" behavior used to be rightfully belittled by the same crowd only a few years ago.
It’s insane. I watch the actual source videos from as many angles as I can find, and I’ve not once seen this false narrative of unreasonable retribution by LEO’s. Not once when I find the full context.
Same. I'm not american, but I see the same thing from the same crowd in my home country. They tend to think it's perfectly ok to lie if it's for a good thing (as defined by themselves).
> I’ve not once seen this false narrative of unreasonable retribution
Idk man that’s pretty crazy. Sounds kind of like you have no concerns about living in an authoritarian hellhole where state police have absolute authority and are only accountable to the highest executive power. Maybe read some books about how that usually ends up for most people. We’re out here ringing alarm bells so more books don’t have to be written.
Yeah, all those sovereign citizens going to their... doctors appointments? Really? This is how far we're shoving the boot up our ass these days? Okay.
Look. We have so much evidence of misconduct by ICE that the only reasonable thing to do is just assume there is misconduct. There's no Le Enlightened Centrist take here - these people act like gangs, and have zero respect for Americans citizens or their property.
A lot of people are looking for fights. In saner countries the police are trained to deescalate situations like that, not go around picking fights with anyone who’s looking for one.
None of the ten or so staff tech writers I have worked closely with over the years have honestly been great. This has been disappointing.
Always had to contract external people to get stuff done really well. One was a bored CS university professor, another was a CTO in a struggling tiny startup who needed cash.
I recently pair-worked with two junior developers (on their first job, but still with like 2+ years with the company) in order to transfer the know-how of something.
I realized that they are shockingly bad at most basic things. Still their PR:s look really good (on the surface). I assume they use AI to write most of the code.
What they do excel in is a) cultural fit for the company and b) providing long-term context to the AIs for what needs to be done. They are essentially human filters between product/customers and the AI. They QA the AI models' output (to some extent).
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