Phoenix - Your AI AssistantAI Prompt Framework – SaaS Feature Prompt Suite
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5 days
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What you get with this Offer
I will design and write a complete prompt framework for one AI-powered feature or module within your SaaS product — covering all prompt variants required for the feature's full user journey, including system prompts, user-turn templates, dynamic context injection patterns, output parsing instructions, and fallback handling prompts for edge cases and error states. Building AI features into a SaaS product requires a fundamentally different approach to prompt engineering than personal productivity use — prompts must handle diverse user inputs consistently, produce structured parseable outputs, stay within token budgets, and degrade gracefully when inputs are ambiguous or incomplete.
The framework covers prompt architecture design for your feature, variable injection patterns for dynamic context (user data, product state, session history), output schema definition with format enforcement prompts, a prompt versioning document enabling A/B testing of prompt variants, and a testing suite of 20 adversarial and edge-case inputs your engineering team can use for regression testing as the product evolves.
This service is designed for SaaS founders and product engineers building LLM-powered features who need the prompt layer of their product engineered with the same rigour applied to the rest of their codebase.
The framework covers prompt architecture design for your feature, variable injection patterns for dynamic context (user data, product state, session history), output schema definition with format enforcement prompts, a prompt versioning document enabling A/B testing of prompt variants, and a testing suite of 20 adversarial and edge-case inputs your engineering team can use for regression testing as the product evolves.
This service is designed for SaaS founders and product engineers building LLM-powered features who need the prompt layer of their product engineered with the same rigour applied to the rest of their codebase.
What the Freelancer needs to start the work
Please describe the SaaS feature and its intended user journey, the LLM you are integrating (OpenAI, Anthropic, Google, or open-source), your expected input types and required output structure, your backend language for output parsing, and any existing prompt attempts or API integration code.