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Decomp.ai — Agent Cost Optimisation
Cut LLM costs. Free audit, pay only if it works.
Every AI app has the same silent problem: you're paying 3–5× more than you need to for LLM calls. Decomp.ai audits your pipeline in 60 seconds — finds which calls can be replaced (sentiment checks, formatting, repeated queries) and gives you before/after code diffs plus one-click prompts to paste into Cursor or Claude Code. Free scan. Pay 5% of your estimated monthly saving to unlock fixes (S$4.99–S$9.99 max). Zero if we find nothing. 🎉 Use DECOMPLAUNCH — free during launch week.
Hey Product Hunt! 👋
I built Decomp.ai after noticing that most AI apps I've seen — including my own — are quietly burning money on LLM calls that didn't need to be LLM calls.
Things like:
Classifying sentiment with GPT-4 (a regex would do it)
Reformatting JSON outputs (that's just code)
Calling the API on every request when the answer doesn't change
The audit takes under a minute. You paste in your pipeline, it finds the waste, shows you real before/after code (blurred until you unlock), and gives you a prompt you can paste straight into Cursor to apply the fix.
The pricing model is the part I'm most proud of: you only pay if we find savings, and you pay 5% of what we estimate you'll save per month. Max S$9.99. If we find nothing useful, it's free.
Use DECOMPLAUNCH for free access during launch week — I want early users to get full value before I start charging.
Would love feedback on the audit quality. Drop your pipeline in and let me know what you think!
About Decomp.ai — Agent Cost Optimisation on Product Hunt
“Cut LLM costs. Free audit, pay only if it works.”
Decomp.ai — Agent Cost Optimisation was submitted on Product Hunt and earned 9 upvotes and 1 comments, placing #57 on the daily leaderboard. Every AI app has the same silent problem: you're paying 3–5× more than you need to for LLM calls. Decomp.ai audits your pipeline in 60 seconds — finds which calls can be replaced (sentiment checks, formatting, repeated queries) and gives you before/after code diffs plus one-click prompts to paste into Cursor or Claude Code. Free scan. Pay 5% of your estimated monthly saving to unlock fixes (S$4.99–S$9.99 max). Zero if we find nothing. 🎉 Use DECOMPLAUNCH — free during launch week.
On the analytics side, Decomp.ai — Agent Cost Optimisation competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how Decomp.ai — Agent Cost Optimisation performed against the three products that launched closest to it on the same day.
Who hunted Decomp.ai — Agent Cost Optimisation?
Decomp.ai — Agent Cost Optimisation was hunted by Raoul Nanwani. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Decomp.ai — Agent Cost Optimisation including community comment highlights and product details, visit the product overview.
Raoul Nanwani