Location: Italy

Remote: yes, though prefer in-person

Willing to relocate: US (preferred), EU

Technologies: TypeScript, Node, Rust, Kubernetes, Terraform, PostgreSQL, ScyllaDB, SvelteKit, LLM Agents

Résumé/CV: https://www.linkedin.com/in/feltrin-giovanni/

Email: info <a> giovannifeltrin.com

Exited founder & former Tesla intern dropping out of Masters to build.

Kuba Labs (Founder/Exit): Built/scaled e-com automation platform & an "omniscient" AI agent with complex tool use. Tesla: Led a major internal migration to TypeScript + implemented observability. Infra: Built autoscaling K8s clusters & Rust HA monitors for fun.

I own the stack from metal to product. Looking for a high-intensity pre-Seed/Seed team.

I've seen startups leverage their existing communities. they basically had some automation that published some Discord messages to a public mirror and that drove some traffic

wdym?

Discord has threads that are basically Q&A so they rank pretty well

jackota no I havent myself

have you tried?

how long does it take to get it running?

pretty much instantly, just install the discord bot and it's live

I remember studying this in uni lol. How do you use it?

how have you implemented that?

Check LangGraph HIL Doc: https://docs.langchain.com/oss/python/langchain/human-in-the...

the implementation we are building is open source: https://github.com/giatenica/gia-agentic-short-v2

what are you current go-to tools to speed up the review?

what's your workflow for the human review?

how did you implement human in the loop?

I also don't trust LLMs, but I still find automations useful. Even with human-in-the-loop they save a bunch of time. Clicking "Approve & Send" is much quicker than manually writing out the email, and I just rewrite the 5% that contains hallucinations.

Why not just write the 5% that contains meaningful communication?

Spare the recipients from reading generated filler / slop?

I meant 5% of the emails, not 5% of the email content. Agree with you that most of the AI generated content is 100% slop; however, you can prompt engineer until it produces meaningful messages.

100% uptime is a social construct.