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runwithdata

Re:We review 4x more AI code without reading every line on Sunday November 08, 2026 @10:21AM (#50414036)
Basically they shift the process into the code generation by abstraction. But if agents write intent and acceptance criteria into the PR, and this seems to be the case, the point is moot, really. Either you check them there or in the PR and if the code change is acceptable still needs sb to decide.

Ask HN: Why is AWS such a pain for using Bedrock?

So we've been granted with AWS Credits which we would like to use for our product, fair and square. Though the terms say you can use them for inference on AWS, this is actually not the case: Anthropic, OpenAI, Kimi, and ZLM are all blocked by an unpublished policy ("not available for this account") Yes, we're not the first who needs exactly those. So our Account Manager submitted a request to...

( Read More... | no comments | on HN )
If something breaks, you likely want to be able to at least react and roll-back?
Question is, what is more effective? Using less tokens, writing cleaner code or, and I think that one matters most, number of inline comments on a PR the agent created that got actually fixed, ie defects. The time and token that go into the review/push cycle before merging. I personally would focus on the latter.
Re:Don't Make a Human Do What AI Is Amazing At on Saturday October 31, 2026 @08:37AM (#50315608)
Makes a lot of sense to have the small improvements coming. So running /codex review again on the fixes is acting as a judge, correct? Wouldn’t it be worth considering flipping the reviewer again, so the fixes get an adversarial review again?