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.

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.

toknwise

Guides and playbooks for users, vibe coders, and developers

Guides and playbooks for users, vibe coders, and developers