Reliability for AI products

Keep your AI product up, secure, and on budget.

ActsAsGeek watches uptime, token spend, and security, turns problems into work, and re-checks the fix before calling it closed.

Invite-only beta. No credit card.

Watch detect → verify

Three jobs · founder ops

Questions you should not answer alone.

  • 01

    Uptime

    Is it down right now?

  • 02

    Token spend

    What will the bill be?

  • 03

    Security

    What is exposed?

Detection is useful. A verified outcome is the job.

DetectDiagnoseFixVerify

From alert to verified outcome.

Most tools stop at the alert or ticket. ActsAsGeek carries the finding into work, pauses at needs verification, and stores evidence only after the re-check passes.

01 / Detect

Know what broke before the customer email arrives.

ActsAsGeek watches endpoints, token spend, and security findings inside the environment where they happened.

  • Five-minute endpoint checks with retries and incident history
  • Token-level usage across OpenAI, Anthropic, and Gemini
  • Security findings with severity, affected assets, and source context
02 / Diagnose

Keep the finding next to the environment that owns it.

Instead of reconstructing context across consoles, Mission Control keeps the issue, scope, and proposed next step in one thread.

  • Account and environment scope stay visible
  • Read-only investigation stays separate from mutating work
  • Risky actions explain the blast radius before you approve
03 / Fix

Turn the finding into work someone can actually ship.

Security findings and operational issues create scoped remediation work instead of disappearing into another report.

  • Tasks retain the originating finding and environment
  • Dependencies and remediation context travel with the work
  • Operation progress and failures remain visible in the thread
04 / Verify

Do not close the finding because the task says done.

Completion moves eligible security work to needs verification. A passing re-scan and stored evidence are required for verified closure.

  • Task completion and verified closure are distinct states
  • Verification records source, result, evidence, and time
  • The receipt stays inspectable after the finding closes

Verified is earned by evidence, not selected from a dropdown.

What it watches

Three questions the founder should not answer by opening seven tabs.

Availability

Is the endpoint answering?

Scheduled HTTP checks, retries, incident history, and public status pages.

LLM spend

Where did the token bill move?

Usage capture, budgets, and forecasts for the providers behind your AI features.

Security

What is exposed?

Findings with CVSS, OWASP/CWE context, remediation work, and re-verification.

Invite-only beta

Bring one production environment. See what needs attention.

Request beta access, then bring the endpoint, AI feature, or security workflow you currently watch by hand.

Invite-only beta. No credit card.

Want the technical details first? Read the docs.