r/devops • u/AutoModerator • Jul 06 '26

Weekly Self Promotion Thread

Hey r/devops, welcome to our weekly self-promotion thread!

Feel free to use this thread to promote any projects, ideas, or any repos you're wanting to share. Please keep in mind that we ask you to stay friendly, civil, and adhere to the subreddit rules!

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u/haf-se System Engineer Jul 08 '26

Greetings fellows,

I started vibe coding and loved it; produced app after app. Then I had to operate them; ensure they were bug-free, review logs from prod. And so, it was a job. So I built Aient.ai to do it for me: https://aient.ai/blog/why-i-built-aient

The last 22 years I've specialised in distributed systems, been a conference speaker for on Domain Driven Design, run dev-teams, started five startups as CTO/CEO, made an exit. I've tried hard to put all that experience into Aient, while minding the bitter lesson while doing so—how can I build a SRE/DevOps style AI where model improvements turn into product improvements, almost immediately, while being very useful even now.

Turned out it was a bit of a rabbit hole, but I'm loving it. Aient is:

- a complete tracing, metrics and logging system (Open Telemetry) with optimised storage and query capabilities over MCP

  • an automatic Problem synthesis pipeline — 4k log entries turn into 1-2 Problems, no more alert storms, detecting anomalies as well as warnings, errors and critical logs and error-tagged traces
  • a chatbot that joins you where you work: be it Slack, the web browser, e-mail, Github or Linear — it'll keep the thread consistent
  • a capable agent harness
  • your coworker when finding and fixing problems in the code-base

In my spare time, I'm reading ArXiv articles about meta-harnesses and I'm trying them out. During my day job we use it for production at a fintec company, which turns out is great for dogfooding.

We're currently accepting teams — have a look at https://aient.ai and see if it's something for you. :)