AI credits burned on your AI agents.
Every unvalidated agent action burns credits — whether it succeeds or not. JSONFIRST adds a governance layer before execution.
Compatible with all credit-based builders. No SDK. Free plan available.
Up to −60%
credits saved
50
free intents
3
lines of code
22
governance modes
THE PROBLEM
Why your agents burn credits unnecessarily.
Every unvalidated action burns credits — whether it succeeds or not.
Hallucinated actions
Agent misinterprets intent → 3 wrong API calls before failing. 3× credits gone.
Retry loops
Unstructured output → validation fails → retry ×5. Each burn is charged.
Out-of-scope drift
Agent exceeds defined boundaries, calls tools it shouldn't. Silent credit drain.
No pre-execution filter
LLM tokens consumed before you discover the intent was invalid.
Real impact
On average 60% of credits are burned on invalid actions. JSONFIRST blocks them before execution.
ROI CALCULATOR
How much are you wasting
every month?
Move the slider — real-time calculation.
AI credits spend / month
Slide to see your savings
Burned without JSONFIRST
120€
60% of budget
↑ no governance
Recovered with JSONFIRST
+108€
blocked pre-LLM
↓ credits saved
JSONFIRST plan cost
49€
/ month
free plan available
Net gain / month
+59€
ROI 120%
ROI from month one
50 intents free. No card required.
Test JSONFIRST credit savings in under 10 minutes.
HOW IT WORKS
No integration. 4 steps.
Zero technical setup. You copy-paste, the machine does the rest.
Connect
User connects to their JSONFIRST workspace.
Intent
They enter their intent in plain language — no code.
Governance
They pick a governance mode (STRICT, EXPRESS, GUARDIAN…)
Paste & Execute
They paste the structured output into their AI chat. The machine understands and executes.
Result
The machine understands and executes — no hallucination, no drift, no wasted credits.
TESTIMONIALS
Builders who cut their credits in half.
Real builders on real platforms. Measurable results from week one.
"I was burning 40% of my Emergent credits on retries and hallucinated actions. JSONFIRST blocked them upstream — I cut my monthly bill by more than half in week one."
@marc_dev
AI Builder, Paris
"On Lovable, each failed generation costs credits. JSONFIRST validates my agent intents before they hit the LLM. My credit consumption dropped 60%."
@sofie.builds
Indie Hacker, Berlin
"Cursor agents sometimes spiral into repeated edits. JSONFIRST's scope lock stops them cold. My AI spend went from unpredictable to flat."
@devkira_c
Solo Dev, Amsterdam
"Bolt.new burns tokens fast when agents loop. The snapshot + rollback pipeline from JSONFIRST means I can recover without re-executing from scratch."
@yuki_ai
Full-Stack Builder, Tokyo
"Base44 is incredible but the credit model punishes failed attempts. JSONFIRST's policy contracts prevent out-of-scope actions entirely. I went from 200 credits/day to under 80."
@thomasB44
No-Code Dev, London
"Make.com scenarios fire dozens of LLM calls per automation. JSONFIRST sits upstream as a governance filter — I eliminated all 'garbage-in' calls instantly."
@automate.pro
Automation Expert, Madrid
5 stars · 6 builders · 16+ platforms
Average 60% reduction in credits consumed. Results visible from the first blocked intent.
DEDICATED PLAN
A plan built for no-code builders.
For no-code builders, vibe coders & automators
/ month — no commitment
For agencies, teams & power users
/ month — no commitment
Questions FAQ
Everything you need to know about JSONFIRST and credit savings.
START NOW
50 free intents.
See the savings in real time.
16+ builders · 50 free intents · Results in 10 minutes