akh

Thanks - indeed, it's also difficult to estimate how much the agents will cost in advance, and how much changes could reduce or increase costs.

yep, the ROI for cloud and AI spend tools is fairly easy to measure: it has to save multiples of what it costs.

We prevent way more than that from being added to the cloud bill by showing engineers cost estimates that enables them to make better decisions pre-deploy - e.g. when an engineer knows the IOPS option on their EC2 instance is costing them a lot, they're more likely to reduce that or not use that in dev envs vs just copy/paste what's on production. There's an ROI report on infracost.io that shows how we measure the cost prevention between the first and last commit on merged PRs.

CI/CD pipelines needs 1 CLI run per commit (like any other code scanning tool), we regularly see enterprises with 100K+ runs/month.

OpenRouter is great for keeping your LLM API bill down, Infracost is about the AWS/Azure/GCP bill your IaC creates. When an agent writes IaC that creates a NAT gateway or an RDS instance, that's $50-5000/mo in cloud spend, so the agent knowing that estimate and the best practices as it's generating the code can optimize it pre-deploy.

co-founder of Infracost here, we launched Infracost on HN five years ago, when the CLI just generated cost estimates for Terraform. Earlier this year we were scoping a 1.0 release: the CLI would stop being just a cost-estimation tool and start surfacing the issues behind the costs: previous-generation instances, policy violations, the kinds of issues a thorough PR review would catch.

Then agent traffic started showing up, and it became clear the 1.0 scope was the right idea aimed at the wrong caller. A human reviewer reads a PR comment; an agent runs `infracost inspect --filter` ... and gets the same insight as a tabular row it can pipe into the next step. So we decided to skip our planned 1.0 release and go for 2.0, where we treated agents as a first-class citizen user of the CLI.

Along the way we picked up some interesting lessons on optimizing user token usage when designing a CLI, and we want to share them with the HN community since other CLI builders might benefit.

and the vast majority of times you don't need those 2 recommendations in non-prod envs... Infracost only makes recommendations if they reduce your costs, not increase them.