Every cloud cost tool shows you the bill went up. None of them fix it.
So you stare at a dashboard, see the number, and still have no idea why.
AWS. GCP. Azure. OpenAI. Anthropic. 14+ย providers. Seven-figure bills.
And every tool just says: "You spent more this month."
Great. Thanks. That's not actionable.
Then I found ๐ป๐ฎ๐ฏ๐น๐ฒ.
Launched today.
It's an agent that lives inside Claude and Cursor. Finds the waste across your cloud and AI spend, drafts the fix as a Terraform PR or ticket you approve, then watches your next bill to confirm the savings actually showed up.
Here's how it works:
โ Find the cause โ points to the exact change that drove your bill up, down to the day it happened
โ Fix it โ writes the fix and waits for your go-ahead. Never changes anything on its own
โ Prove it โ checks your next bill to confirm the money was really saved
Other tools claim a number. ๐ป๐ฎ๐ฏ๐น๐ฒ proves it on your actual bill.
What makes it different:
โ Pulls every connected provider, normalizes to FOCUS format, answers in plain English
โ 14+ connectors โ AWS, Azure, GCP, OpenAI, Anthropic, Stripe, Datadog, Snowflake, GitHub, and more
โ Local-first, propose-only, your own key
โ Never invents a number
โ Built to handle seven-figure bills spread across 14 providers
And for AI bills specifically:
Most of an AI bill is input tokens billed at full price, plus calls sent to a frontier model a cheaper one would have answered. nable reads the split from your real usage and shows you the cheapest way to get the same output.
Connect GitHub and it goes even deeper โ you can track $ per PR, giving you real efficiency KPIs for your AI spend across engineering. Finally, a way to measure if your AI tools are actually worth it.
Real example from an early user:
โ 89% of their Bedrock bill was input tokens, billed at full price with no caching
โ $10.7k/year = $896/mo in prompt-caching savings on the first scan
Free for solo use. Team is $100/month flat for your whole team โ not per seat.
Local-first. Run it yourself, or let them host it. Credentials live in your OS keyring. No data lake to breach.
๐ Stop guessing. Start fixing.
๐ Install nable โ https://t.co/MFkLOT8Ng6
๐ป๐ฎ๐ฏ๐น๐ฒ is live on ProductHunt right now: https://t.co/4lXV5BPWuJ
๐ Repost if you've ever looked at a cloud bill and had no idea why it went up.
โ
#CloudCost #FinOps #AI #DevOps #Terraform #nable #ProductHunt
Small update on my December payouts so far.
Total: ~301k in payouts
๐น TakeProfitTrader: ~123k
๐น Tradeify / MyFundedFutures: ~43k
๐น Lucid: ~30k
๐น Apex: ~60k
๐น Topstep: ~45k
Spent: ~25-30k
Also attached proof so itโs clear these are real payouts.
-TPT:
Still holding a solid balance in live accounts. For tax reasons, I wonโt take more payouts this year. Took my last payout today.
-FundedNext: Got called to live early December. There were issues due to being on the old live program, but still got moved to the new one. Waiting for everything to be fully set up still..
-Lucid: Live now. Had my call with the Lucid risk manager yesterday regarding my live account should ready within a few weeks.
-Apex: First payout on the 150Ks. Only used 50Ks so far, pretty proud of this one
-I blew my Fundingticks live around end of november
The reason I share this isnโt to brag or flex. Iโm posting it to show whatโs possible if you really lock in.
I donโt shill firms, push referral codes, or sell courses. I make my money by Trading.
Also, Iโll be taking the rest of the year off and coming into the new year fresh.
~kai
@Topstep@TradingLucid@Tradeify@MyFundedFutures@fundingticks@fnfutures