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WaspReactPrismaTypeScriptWindsurf

Wasp × Windsurf Prompt Engineering

Stop fighting Windsurf hallucinations. Generate Wasp-aware prompts that produce code your team can actually ship.

Try Wasp + Windsurf Prompts Free
Architecture Diagram

Your Wasp Project

AI Prompt Architect

Constraint Engine

Wasp Patterns

Windsurf Optimisation

Constrained Prompt

Windsurf

Production Code

The Problem

AI ignores Wasp DSL, writes manual auth code, and skips the declarative operations syntax. Windsurf's Cascade feature can lose context across large codebases.

The Solution

AI Prompt Architect Prompts enforce Wasp .wasp file declarations, auto-generated CRUD, and proper auth/operations patterns. It structures prompts to maintain context across Windsurf sessions with explicit state tracking.

Frequently Asked Questions

Does it work with Windsurf?
Yes. AI Prompt Architect generates prompts optimised for Windsurf, including context formatting and constraint syntax that Windsurf responds best to.
Can it handle Wasp projects?
Absolutely. Prompts include Wasp-specific conventions, API patterns, and best practices to eliminate common hallucinations.
Is there a free tier?
Yes — generate up to 5 prompts per day for free. Pro tier unlocks unlimited generations, team sharing, and advanced templates.

Technical Deep Dive

How does AI Prompt Architect handle React Server Components vs Client Components?
Prompts include explicit "use client" / "use server" boundary annotations, ensuring AI-generated code correctly separates server-side data fetching from interactive client logic. The constraint engine enforces proper import boundaries.
Can it generate prompts for React 19 concurrent features?
Yes — prompts encode useTransition, useDeferredValue, and Suspense boundary patterns. The system constrains AI output to avoid deprecated lifecycle methods and ensures proper concurrent-safe state updates.
How does AI Prompt Architect optimise prompts for Windsurf?
It structures prompts to maintain context across Windsurf Cascade sessions with explicit state tracking, file-level annotations, and proper continuation points that prevent context drift in long editing sessions.

Ready to Build?

Join thousands of developers using AI Prompt Architect to ship faster with Wasp + React + Prisma + TypeScript + Windsurf.

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Model performance degrades by up to 20% when key information is placed in the middle vs the beginning or end of a 4K-tok.Liu et al., 'Lost in the Middle: How Language Mode…