The Evolution of Agency Starts with the Feedback Loop
Deploying an agent is only the first step. ActsAsGeek turns every edge-case failure into a structured evaluation signal — so your agents don't just execute tasks, they evolve with them.
Free during beta. No credit card.
Signals
Monitor alert
livesupport-agent health check failing — accuracy dropped 12% in 48h
Security finding
livepentest scan flagged prompt injection vulnerability (CVSS 7.2)
Cost anomaly
livetoken spend 3x baseline — agent stuck in retry loop
Agent Trace
reasoningYour agents explain what went wrong — and what to do next.
Correlated monitor alert, security finding, and cost anomaly into a single root cause. Inbox triaged, TaskFlow queued the fix, workflow shipping patch via GitHub.
Monitor data shows accuracy drop started after deploy #142.
Pentest finding and hallucination pattern trace to a missing tool definition.
Cost spike is a symptom — the retry loop masks a prompt regression.
Actions
Task created
Remediation task with dependency chain
Workflow triggered
Security finding → prompt patch → PR
Status updated
Public status page reflects incident
Feedback loop
Observe → Evaluate → Correct → Evolve
How It Works
From static deployment to autonomous self-improvement
01
Observe
Uptime checks, security scans, cost signals, and integration events flow into a single inbox.
02
Evaluate
Findings get CVSS scores. Regressions get traced to root cause. Every signal is correlated and scored.
03
Correct
Findings auto-generate tasks with dependencies, trigger workflows, and ship fixes without manual triage.
04
Evolve
Cost forecasting, status pages, and integration sync compound into sharper, more autonomous agents.
Platform
Everything you need to keep agents evolving
Six modules working as one system. Each signal feeds the next.
Uptime Monitoring
5-minute automated checks, email notifications, and public status pages for your services.
Security Scanning
AI-powered penetration testing with CVSS scoring, OWASP mapping, and auto-remediation tasks.
Cost Intelligence
Track LLM usage across providers, set budget alerts, and forecast spend before it drifts.
TaskFlow AI
Parse PRDs into tasks, detect dependencies, score complexity, and ship fixes with AI assistance.
Agent Inbox
Centralized event hub where signals from every module converge for triage and agent execution.
Workflow Orchestration
Connect modules so findings auto-generate tasks, trigger scans, and close the feedback loop.
Why we're building this
You deploy an agent. It works — until it hits the messy reality of the wild. Hallucinations creep in. Accuracy drifts. You check uptime in one tab, costs in another, security in a third.
The real challenge isn't launching agents — it's keeping them from plateauing.
ActsAsGeek unifies monitoring, security scanning, cost intelligence, task management, and workflow orchestration into a single self-correcting engine. Every cycle compounds into sharper, more autonomous agents.