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Tokenwall
Circuit breaker for AI agents. Catch loops at iteration 3
Tokenwall stops AI agent loops before the dollar ceiling trips. Reserve-then-commit budgeting per action. Per-user, per-task, per-agent attribution. Built by someone who runs treasury at tier-1 banks. Free during private beta, first 20 builders.
Hey Product Hunt 👋
Maker here. I'm CPO at an AI fintech in my day job. We ship multi-agent AI for treasury automation to tier-1 banks. I've watched smaller versions of the OpenClaw $1.3M burn hit production 3 times in 18 months.
The thing that kept bugging me: spend caps don't actually stop the bleeding. They just cap it. The agent still loops 50 times before hitting your $50 ceiling. You lose $50 instead of $200, but you've lost the work in flight.
The fix isn't a tighter cap. It's catching the loop pattern at iteration 3, before the dollar ceiling matters.
Tokenwall does three things:
1. Reserve-then-commit budgets per action (treasury pattern).
2. Loop detection at iteration 3 (repeated tool calls, similar args).
3. Per-user / per-task / per-agent attribution.
This is validation week. The signup form goes to a real KV backend. If 30+ builders join the beta by Friday, I build the proxy over 4 weeks. If not, I kill it and write the post-mortem.
Honest feedback welcome, especially from anyone who's had the "what just happened to my API bill" moment.
— Atul (linkedin.com/in/atulydv)
About Tokenwall on Product Hunt
“Circuit breaker for AI agents. Catch loops at iteration 3”
Tokenwall was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #159 on the daily leaderboard. Tokenwall stops AI agent loops before the dollar ceiling trips. Reserve-then-commit budgeting per action. Per-user, per-task, per-agent attribution. Built by someone who runs treasury at tier-1 banks. Free during private beta, first 20 builders.
On the analytics side, Tokenwall competes within Fintech and Artificial Intelligence — topics that collectively have 518k followers on Product Hunt. The dashboard above tracks how Tokenwall performed against the three products that launched closest to it on the same day.
Who hunted Tokenwall?
Tokenwall was hunted by Atul Yadav. 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 Tokenwall including community comment highlights and product details, visit the product overview.
Atul Yadav