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thewebguydtoday at 12:21 AM5 repliesview on HN

Same here, more or less, in the ops world. Yeah, I use AI but I can't honestly say it's massively improved my productivity or drastically changed my job in any way other than the emails I get from the other managers at my work are now clearly written by AI.

I can turn out some scripts a little bit quicker, or find an answer to something a little quicker than googling, but I'm still waiting on others most of the time, the overall company processes haven't improved or gotten more efficient. The same blockers as always still exist.

Like you said, there has been other tech that has changed my job over time more than AI has. The move to the cloud, Docker, Terraform, Ansible, etc. have all had far more of an impact on my job. I see literally zero change in the output of others, both internally and externally.

So either this is a massively overblown bubble, or I'm just missing something.


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linsomniactoday at 4:41 AM

You're missing something.

I've been in ops for 30 years, Claude Code has changed how I work. Ops-related scripting seems to be a real sweet spot for the LLMs, especially as they tend to be smaller tools working together. It can convert a few sentences into working code in 15-30 minutes while you do something else. I've given it access to my apache logs Elastic cluster, and it does a great job at analyzing them ("We suspect this user has been compromised, can you find evidence of that?"). It's quite startling, actually, what it's able to do.

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keedatoday at 3:12 AM

> ... but I'm still waiting on others most of the time, the overall company processes haven't improved or gotten more efficient. The same blockers as always still exist.

And that's the key problem, isn't it? I maintain current organizations have the "wrong shape" to fully leverage AI. Imagine instead of the scope of your current ownership, you own everything your team or your whole department owns. Consider what that would do to the meetings and dependencies and processes and tickets and blockers and other bureaucracy, something I call "Conway Overhead."

Now imagine that playing out across multiple roles, i.e. you also take on product and design. Imagine what that would do to your company org chart.

I added a much more detailed comment here: https://news.ycombinator.com/item?id=47270142

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tayo42today at 5:47 AM

Ops hasn't been in the crosshairs of Ai yet.

Imo it's only a matter of time as companies start to figure out how to use ai. Companies don't seem to have real plans yet and everyone is figuring out ai in general out.

Soon though I will think agents start popping up, things like first line response to pages, executing automation

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sdf2dftoday at 12:23 AM

Youre not missing anything.

Humans are funny. But most cant seem to understand that the tool is a mirage and they are putting false expectations on it. E.g. management of firms cutting back on hiring under the expectation that LLMs will do magic - with many cheering 'this is the worst itll be bro!!".

I just hope more people realise before Anthropic and OAI can IPO. I would wager they are in the process of cleaning up their financials for it.