· Published 2026-07-17 · Last updated 2026-07-17

Comparison

sipi.bot vs building custom spend middleware

Every team with an agent that spends money eventually writes a guard function. Here's what that guard function grows into, and why teams ship it to sipi.bot instead of maintaining it forever.

The life cycle of a custom spend guard

Week 1: if amount > 500: raise ValueError. Week 2: add a merchant list. Week 4: add daily totals in Redis. Week 8: add a human approval queue. Week 12: add an audit log. Week 16: realize you've built a worse version of sipi.bot, with no test suite, no eval gym, and your intern maintaining it.

What you needDIY middleware effortsipi.bot
Per-transaction cap2 lines of PythonBuilt-in
Merchant allow/block listA dict and an if statementBuilt-in, configurable in dashboard
Daily spending total across agentsRedis or Postgres, TTL keys, race conditionsBuilt-in, single writer, no races
Velocity / runaway-loop protectionSliding window counter, careful edge casesBuilt-in, 53-scenario eval gym verified
Human approval queueSlack bot or custom dashboardBuilt-in dashboard with Approve/Deny
Tamper-evident audit logAppend-only table, hash chainingBuilt-in, every decision logged
Testing and maintenanceYour team's burden foreverOur team's burden; open-source core you can audit

The real cost is maintenance

Building the first version takes a weekend. Maintaining it — handling edge cases, fixing race conditions, adding features as your agent fleet grows, writing tests for every new rule — is a permanent tax on your team. sipi.bot costs $99/mo and ships with a 53-scenario eval suite that proves every rule works. The alternative is paying your engineer $150/hour to maintain a custom guard forever.

Frequently asked

Is building a custom guard really that hard?

The v1 is easy — one if statement. The v5 (daily totals, velocity, human-in-the-loop, audit trail) is a non-trivial distributed systems problem. sipi.bot has already solved it, tested it, and open-sourced the core.

Can I extend sipi.bot if my needs are unique?

Yes. The core is MIT-licensed and runs on your hardware. Fork it, add custom rule types, wire in your own notification channels. The hosted version gives you uptime and support; the code is yours to modify.

What if I only need per-transaction caps?

If that's truly all you need, a 2-line guard function is fine. The question is: will you still only need per-transaction caps in six months, when your agent fleet has grown and your CFO is asking about audit trails?

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