Transaction debugger for AI agents

Ship agents that pay.
Not ones that burn money.

AgentLedger gives AI agents a sandbox to test payment flows before they spend a cent in production. Step through transactions, inspect payloads, catch the bugs — before your agent maxes out a Stripe limit on a bad loop.

100% sandbox — zero real charges
16ms median transaction trace
3 API integrations, 5 min setup
agent-ledger / trace-session sandbox
POST /v1/agent/wallet/charge 200  $4.20
POST /v1/agent/wallet/charge 200  $0.80
GET /v1/agent/wallet/balance 200  $1,247.00
POST /v1/agent/spend/approve pending
POST /v1/agent/notify/slack queued
// active trace — agent_id: agt_7f3b2c
"wallet_id": "wal_sandbox_x9k2m",
"amount": 220,
"currency": "usd",
"intent": "api_twilio_send"
"spend_limit_override": null
▶ resume ⏸ pause ↩ replay ✕ abort

Agents that spend money
break in ways that cost real money.

Every AI agent that accesses paid APIs — Twilio, AWS, Stripe, Sapiom, any of them — needs to be tested. But right now there's no staging environment for agent financial flows. You either run against production credentials, or you don't test at all.

One bad loop. One misread response. One agent that decides to re-try a failed charge four times. That's a $400 bill from your payment provider — before you've shipped anything.

The cost of shipping blind
Agent loops into a retry storm — Stripe flags the account
Wallet balance check runs every 30 seconds in prod — $180 in test charges
Agent hits a spend threshold it doesn't know exists — transaction rejected, workflow dead
No audit trail — you can't reproduce what the agent actually did

Sandbox Transactions

Every payment call runs in a fully isolated sandbox. Same API surface as production — same payloads, same responses — but zero real charges. Your agent can't tell the difference. Neither can your budget.

Step-Through Traces

Watch every transaction happen in sequence. Inspect request payloads, response codes, latency, and cost — all timestamped and linked. Pause, resume, or replay any trace to reproduce exactly what your agent did.

Spend Guardrails

Configure per-agent spending caps, rate limits, and blocked vendor lists. Catch a misbehaving agent before it burns through your sandbox budget — or before it reaches production with no brakes.

Audit Log & Replay

Full transaction history for every agent session — what ran, when, how much it cost, and what the API returned. Export to your observability stack or replay a session exactly as it happened, in any environment.

A terminal built for agent money.

AgentLedger intercepts your agent's financial API calls and routes them through a sandboxed proxy. You see everything — the raw requests your agent is sending, the responses it's receiving, the cost it's accumulating, and every policy decision being made in real time.

No code changes required. Point your agent's SDK at the AgentLedger proxy and the sandbox activates automatically. When you're ready to go to production, flip the switch — same API calls, real money.

bastien @agentledger :~ ledger trace --agent agt_7f3b2c --env sandbox
Connecting to sandbox environment...
Proxy active at localhost:9090
Intercepting: Stripe, Sapiom, Twilio, AWS

[14:23:07] TRACE agt_7f3b2c → POST stripe/v1/charges
             body: {amount: 4200, currency: usd, ...}
             200 ch_3MbXk2eZvKYlo2C
             sandbox charge — no real billing

[14:23:09] TRACE agt_7f3b2c → POST sapiom/v1/agent/spend
             body: {amount: 220, intent: api_twilio_send}
             PENDING — spend cap: $500/day
             agent hasn't hit limit yet

[14:23:10] TRACE agt_7f3b2c → GET sapiom/v1/agent/wallet
             balance: $1,247.00 (sandbox funds)
             200 OK

Total sandbox spend: $4.40
Production estimate: real charges apply

Sandbox mode — production flip available
Sapiom Agent wallet & spend controls
Stripe Payment processing & billing
Twilio SMS, voice & messaging APIs
AWS Compute, storage & APIs
Plaid Financial data & transfers
+ more Any HTTP payment API

Open SDK for any REST API with financial flows. Standard proxy interface — no proprietary format required.

Every AI agent that spends money
needs a debugger.

AgentLedger is built for the agentic era — where your AI is the operator, and financial transactions are the output. Test the money. Ship the product. Don't find out what it costs the hard way.

agentic AI developer tooling sandbox payment flows audit trails