Three persona-specific Stacks for the biggest AI frustration: hitting limits without knowing why. User Stack ($29) for ChatGPT, Claude, and Gemini subscribers. Creator Stack ($49) for vibe coders on Lovable, Bolt, and Replit. Developer Stack ($69) for engineers in Claude Code, Cursor, and Copilot. Each Stack includes a full guide plus a matching playbook with copy-paste prompts and tool-specific workflows. Start with the free Blueprint Wizard to find your Stack.

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

I built toknwise because AI tools are opaque about where your limits come from, and the fix looks different depending on how you use AI. Three Stacks, three personas: User Stack ($29): guides and playbooks for ChatGPT Plus, Claude Pro, and Google AI Pro subscribers hitting quota walls. Creator Stack ($49): for vibe coders on Lovable, Bolt, Replit, and Cursor. The doom loop, spec discipline, and credit burn. Developer Stack ($69): for engineers in Claude Code, Cursor, and Copilot. Model routing, prompt cache hygiene, AGENTS.md, and MCP. Not sure which fits? The free Blueprint Wizard runs a 5-step diagnostic and tells you. Runs in your browser, nothing leaves your device. Curious where your token waste actually is. Drop your Blueprint Score in the comments.

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

toknwise

Guides and playbooks for users, vibe coders, and developers

Guides and playbooks for users, vibe coders, and developers