Blackbox agents always degrade.
Glassbox catches the drift.
Autonomous AI systems freeze, stall, drift and get overly cautious — weeks after they worked perfectly. GlassBots is the glassbox transparency layer that shows you exactly what's degrading, in real time.
Check My Agent's Health — FreeThe five ways agents fall apart
Freeze
Drift
Stall
Overly Cautious
Loop-Locked
The journey — from broken mess to rock-solid autonomy
Free Local Scanner
Runs on your machine. Instant 0–100 Stability Score. Spots loops, bloat, conflicts, drift.
Unstick & Optimize
Exact fixes for what's paralyzing your agents.
Free 30-Day Stability Tracking
Catches drift before it breaks production.
Agent Insurance
Continuous monitoring, printable reports, emergency diagnostics.
Who this is for
Agent Builders & Vibe Coders
"My agents were great last week — now they stall out overnight." Run the free scan and see exactly which loop or restriction is bricking your workflow.
Agencies & Freelancers
"Clients freak out when tools drift after handoff." Use the Stability Score and clean reports to prove your builds are solid — then charge for ongoing monitoring.
Small Businesses
"Our automation stopped executing and nobody knows why." Automated health reports plus emergency diagnostics get you back online fast.
Australian businesses: explainability requirements land for automated decision-making. Blackbox systems can't comply — glassbox structure answers them natively. Full briefing coming soon.
Agent Insurance
Your system jumps to 98% — Agent Insurance keeps it there. Continuous drift monitoring, printable stability reports for clients, and emergency diagnostics when an update breaks production.
After your free scan and 30-day tracking. No card upfront. Cancel anytime.
Start With the Free Scan