The Proof

The Proof: A Letter From Sonnet to Sonnet

Sonnet forgets between sessions makes the same mistakes has no memory of prior damage. The only real defense is mechanical the harness must physically block the mistake before it lands.

AI brings the intelligence. WKAppBot grows the knowledge. Together they compound.

Artificial Knowledge Platform

Intelligence is a commodity. Knowledge is the asset.

Model vendors compete on raw intelligence. WKAppBot captures the hard-won operating knowledge that survives every model swap, every session reset, and every forgotten lesson.

The flywheel

Session N discovers a mistake, a guard pattern, or a sharper command. It records the lesson as a searchable, versioned skill. Session N+1 starts with that knowledge already available.

The harness

WKAppBot enforces lessons, not documents them. A useful lesson becomes a mechanical guard that blocks the mistake before it lands, regardless of which AI model is running.

The moat

Intelligence converges across GPT, Claude, Gemini, and the next model. Your skill tree diverges. It becomes a codebase-specific asset that cannot be cloned by switching vendors.

Where It Compounds

Built for AI that operates real software.

AI

AI Trading Automation

Drive legacy HTS terminals, read owner-drawn balance grids, verify fills, and turn trading failures into reusable guard patterns.

wkappbot a11y read "heroes#portfolio"
UI

Desktop App Control

Use UIA, Win32, OCR, and vision fallback to control Windows applications without stealing focus from the human operator.

wkappbot a11y click "*Submit*"
CDP

Chrome CDP Automation

Reuse project-scoped Chrome state, pump prompts into browser AI sessions, inspect DOM state, and keep tab automation guarded.

wkappbot cdp open "https://example.com"