Recent submissions

Comment · 5 months ago
Hey HN,

I've been working on a way for agents to query production systems to help me debug issues and close the loop on things I work on day to day. It works as a hook that rewrites ssh, awscli, gcloud, az, kubectl commands to verify they are read-only and safe. It also keeps track of sessions in files and when agents debug the same things it will give hints in the tool calls like

━━ Past Investigation (May 10, 87% similar) ━━ Root cause: php-fpm pool exhaustion causing nginx 502 Hosts involved: web1 Investigation path: web1: systemctl status nginx web1: journalctl -u nginx --no-pager -n 20 web1: systemctl status php-fpm Consider checking: systemctl status php-fpm

Tools with memory is an interesting idea as well but lmk what you think!

Comment · 5 months ago
yeah that's kinda how I feel but wanted to see other's experience
Comment · 5 months ago
yeah those are especially nasty. the logs are cryptic and not helpful when most of the the issues will be seen visually in the browser
Comment · 5 months ago
yeah time to pipe it into claude and tell me what is wrong
Comment · 5 months ago
PROFIT BABYYY
Comment · 5 months ago
I like the GLM coding plan before they raised their prices, now their rate limits are more strict as they are compute constrained. It is still a good deal for 1/3 the price of Claude for the same quality.
Comment · 5 months ago
[Lily](https://github.com/aspectrr/lily) A CLI tool that can be installed to any coding agent via hook that gives read-only access to production systems (wraps ssh, kubectl, awscli, gcloud, az) so agents can investigate issues in production. Built it for myself and my team during initial investigations to save use a lot of time on figuring out issues but didn't want to have to babysit agents or just hope that "telling them they are in production" would prevent issues.

[clue.ssh](https://github.com/aspectrr/clue.ssh) A clue game over SSH based on the AI wave, where the goal is to find who stole the H100. Pretty fun and coding agents can play too.

[Chasing Losses](https://github.com/aspectrr/chasing_losses) I was interested in if LLMs chased losses when playing roulette, still investigating this but i've found that different models will bet different amounts at different frequencies even when prompted the same. Struggling on not wanting to guide them too much but also wanting to see how they react when put under pressure.

Comment · 5 months ago
I'm surprised sys-admin hires are down, is AI doing a lot of that as well?
Comment · 5 months ago
Comment · 5 months ago
Comment · 5 months ago
Hey, just finished this,https://github.com/aspectrr/lily, but it's a simple way for agents to safely access hosts.

It's a tool I want for agents to help with debugging and something i've seen many other attempts at that don't have the right security model. Often installing a binary on the host which is non-starter in pretty much any serious company.

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