Everyone is focused on detecting bad code. But how much does it cost to fix it?
Check out the benchmark for code remediation and see how your LLM fares in terms of token spend and runtime compared to a deterministic one...
https://t.co/tXk1L3yzrJ
Been consulting on cyber risk for years. Same conversation every time: 'We need FAIR quantification, but our tool costs $200K/year and our team isn't data scientists.'
So (Claude and) I built something.
Agreed.
Especially to the fact that vibe coded apps increase the attack surace and vulnerability landscape exponentially when compared to a few zero days in major software platforms.
This is much more nuanced - cybersecurity isn't just software bugs albeit an important part.
Misconfigurations, user phishing, weak credentials, implementation failures, and a whole lot more. Most breaches do not occur from a zero day - it's an extreme rarity.
Vibe coded apps have a massive increase in introducing security flaws which is only going to continue to expand - I do think the security research side of the house where you had amazingly technical folks who are absolutely brilliant at bug hunting will continue to be brilliant but it will commoditize a lot of the bug hunting that is done today through these types of efforts.
Source code analysis is one part of a much larger picture of cybersecurity. As we've seen with Claude itself, it's had a slew of bugs, outages, vulnerabilities. AI will continue to ramp up and produce much better code, but it's going to be far from perfect.
In collaboration with a couple of other leaders in the industry we are releasing https://t.co/Kssdre4HiX - It's an attempt to provide transparency about role levels, expectations and (just for the US market currently, salary ranges). For leaders writing JDs and candidates alike.
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Just wrapped a customer "recap" call for their Q4 results with @AiGomboc .
This is what THEY showed us in terms of their metrics reported to the board.
This is precisely what makes the sleepless nights and stress of running a startup worth it.