adriencloud
Re:The concept of wrapping your CLIs to make them more token-efficient...
on Thursday October 29, 2026 @06:27AM (#50286877)
Hey, RTK saves between 2% and 7% on costs, it highly depends of your usage, to get more savings use a specific pipeline (which can reach 20% costs savings) : https://www.rtk-ai.app/pipelines/
By default what run is the bash compression pipeline, which is what RTK has been known for, but you can go further with others pipeline with smart routing for example.
You can build your own as well
Re:Smart delegation pipeline for AI agents (up to 15-20% on costs)
on Tuesday October 20, 2026 @06:32AM (#50164046)
this one need laya locally ! a decision model / model one that run locally to help optimize :)
Re:Smart delegation pipeline for AI agents (up to 15-20% on costs)
on Tuesday October 20, 2026 @06:30AM (#50164028)
If you guys want to try enhance it , do not hesitate to clone the repo and try others ways to optimize ! I would be happy to see your ideas
Re:Smart delegation pipeline for AI agents (up to 15-20% on costs)
on Tuesday October 20, 2026 @06:30AM (#50164019)
Hey HN !
I made a pipeline using RTK v1.0 , this pipeline use directives and a decision model to delegate sub task to lower models, more precision, less costs,
you can try it if you have RTK with this command
"rtk pipeline add github:aeppling/rtk-pipeline-laya-delegate"
Show HN: Nexroo – From automation workflows to real products
For the last 6+ months I’ve been building Nexroo, an automation platform focused on solving what I call the “last mile problem” of automation.Most automation tools make it easy to build workflows (Zapier, n8n, etc.), but much harder to deliver them as something your users or clients can actually use. In real life, that “last kilometer” often turns into custom UIs, micro-SaaS wrappers,...
Show HN: Kexa – lightweight cross-cloud rules engine for infra checks
TL;DR: This open-source project runs checks across AWS/GCP/Azure with YAML rules and tiny runtime. I spun it up locally and was able to run my first scans in ~5 minutes and identify orphan resources. If you need auditable infra rules that don't require a heavyweight agent, this is worth a try. Repo: https://github.com/kexa-io/Kexa
Re:Identify orphans cloud resources (FinOps) in one command
on Friday October 03, 2025 @08:06AM (#45461976)
I'll do the same asap for Azure and GCP so you can identify orphans resources on those as well.
Identify orphans cloud resources (FinOps) in one command
Well, maybe two commands because you'll need to clone first, but here is a rule set i made with Kexa to identify orphans resources on AWS.Could make you save money :)https://github.com/kexa-io/kexa-samples/tree/main/samples/aws/check-orphan-resourcesJust follow the readme instructions, if this helped you to save money on your deployments, leave a star on the kexa-io/kexa project please ! (full...