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Paid lane for individual operators

# Buy the operator loop that proves your AI agent stopped repeating the mistake.

Updated: 2026-04-20 · by Igor Ganapolsky

ThumbGate Pro is for one operator who already hit a repeated AI-agent failure and now needs proof: what was blocked, why it was blocked, and what changed before the next risky run.

Start Pro when you want the local dashboard, DPO export, and a single proof lane for the repeated mistake you need to stop. Enterprise diagnostics and custom services are handled through intake, not this buyer path.

Personal local dashboard
DPO export from real corrections
Review-ready evidence
Founder support on risky flows
Start Pro dashboard Open dashboard demo Stay on Free and install locally

Honest split: if local recall and checks are enough, stay on Free. Go Pro when you want your own dashboard, DPO training data export, and proof you can show on the next risky workflow review.

What you are buying

## A faster operator loop

See every blocked action, the check that fired, the lesson behind it, and the export path that turns real thumbs-downs into reusable DPO pairs.

$19/mo Monthly Pro
Choose monthly
$149/yr Save 35% annually
Choose annual
Proof-backed, not vibes

### Specific paid outcomes

Visual check debugger, DPO export, auto-connect after activation, Model Hardening Advisor, and founder support for the risky flow you need to harden first.

Keep the buyer path warm

### Save your work email before you decide

We will keep the Pro checkout prefilled on this device and send the demo path plus product updates, so you can come back without retyping or losing the thread.

No sales deck. Just the Pro demo path, launch updates, and a prefilled checkout when you are ready.

Verification evidence Read the human proof pack and the buyer-facing evidence trail. Compatibility report Machine-readable proof for Claude Code, Cursor, Codex, Gemini, Amp, and OpenCode. Automation report Proof that the automation and enforcement path stays verifiable. Live dashboard demo Inspect lessons, checks, and blocked actions before you buy.
Why Pro now

## Black-box thumbs do not prove prevention. Pro gives the operator an audit loop.

Native rating buttons can tell a vendor that an answer felt wrong. ThumbGate Pro gives you the operational record: the correction, the lesson, the rule, the blocked tool call, and the export path.

### Inspectable memory

Search the exact lesson that came from a thumbs-down and see whether it is still active, warning-only, or blocking.

### Deterministic checks

The enforcement layer evaluates tool name, arguments, working directory, command shape, confidence, and required evidence before the action runs.

### Exportable proof

Take the same correction history into JSONL, DPO export, review packets, and team rollout conversations instead of trusting hidden memory.

Why operators pay

## Pro is not "more memory." It is a tighter operating loop around one operator's real failures.

The paid story is simple: free helps you install and block repeated mistakes locally. Pro helps you debug those blocks faster, export the learning, and show proof when a workflow owner asks what changed.

### Debug the exact block in minutes

The visual debugger shows each blocked action and check, so you stop guessing whether the Reliability Gateway is working.

- See the check, evidence, and lesson behind each deny.
- Trust the system faster on deploys, migrations, and CI.

### Turn corrections into DPO export

Pro turns real thumbs-down corrections into preference pairs for model hardening, instead of leaving learning trapped in one operator's head.

- DPO export built from actual accepted vs rejected behavior.
- Model Hardening Advisor helps decide when fine-tuning is worth it.

### Ship proof, not just confidence

When the next risky review happens, you have evidence links, reports, and a founder-supported path to harden the failure that keeps returning.

- Review-ready evidence for one operator's high-risk workflows.
- Founder support on force-pushes, deploys, migrations, and CI.

Honest packaging

## Stay on Free when recall and checks are enough. Go Pro when you need proof and operator speed.

Stay on Free

### The local install is still the right first step

If you only need local recall, Pre-Action Checks, MCP setup, and a way to stop repeated mistakes on one machine, keep the free install and move fast.

- Local-first recall, lessons, and enforcement.
- No cloud account required.
- Best when you do not yet need a personal dashboard or export path.

Go Pro

### Buy Pro when the workflow owner asks for proof

Pro is for the individual operator who now needs a personal local dashboard, DPO export, auto-connect, and a buyer-ready reason to pay instead of re-explaining the same failure pattern.

- Review-ready evidence and a dashboard of exactly what got blocked.
- DPO export from real corrections, not synthetic examples.
- Founder support for the first risky workflow you need to harden.

Pricing

### ThumbGate Pro

$19/mo
$149/year available · Card required · billed today

For the individual operator who wants a personal local dashboard, DPO export, review-ready evidence, and founder help on the first risky workflow.

- Personal local dashboard — inspect blocked actions, active checks, and lesson evidence without a cloud account.
- DPO export — turn real thumbs-down corrections into training pairs you can review or reuse.
- Review-ready proof — bring evidence links and blocked-action history to the next risky workflow review.
- Founder support — get help hardening the first force-push, deploy, migration, or CI failure that keeps repeating.

Start Pro Now Choose annual
Best for one operator with one repeated failure to prove. Stay on Free if you only need the local install; buy Pro when the dashboard, export, and proof trail save you time.
FAQ

## Questions paid buyers ask before checkout

Free keeps the local recall, Pre-Action Checks, and MCP setup. Pro adds the personal local dashboard, DPO export, auto-connect after activation, and founder support when one risky workflow keeps repeating the same failure mode.
No. Pro is still local-first for the individual operator lane. Enterprise is the hosted rollout lane for shared lessons, org visibility, and hosted review views.
You activate Pro, connect the personal local dashboard, and your running agents can appear automatically so you can inspect blocked actions, active lessons, and exportable DPO pairs without adding a separate cloud dashboard dependency.
Choose Enterprise when one thumbs-down should protect multiple people or agents across shared repositories, or when you need shared hosted lessons, org dashboard visibility, and a workflow hardening pilot with rollout review views.

## Stop losing time to the same AI-agent failure.

Start Pro, harden one repeated mistake, and keep the proof trail: blocked action, lesson, prevention rule, and export path.

Start Pro Now Open dashboard demo