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Closed — Private source — described by architecture only2024

Full-stack developer · Hashlogics

Three readings
Client
Generated complete EPSO-style case-study exercises for EU civil-service exam practice — the scenario and its documents — delivered as a finished document.
Recruiter
Full-stack on an AI case-study generator built on OpenAI's Assistants API, with an assistant seeded from a library of past case studies. The product has since been retired.
Engineer
Generation was a conversation, not a single prompt: each case study opened a thread, was refined over several turns against the seeded library, then finalised into a document.

What it does

  • Complete EPSO-style case studies generated on demand
  • Grounded in a library of real past exercises rather than written from nothing
  • Delivered as a finished document

Built with

  • OpenAI Assistants API
  • Assistant threads
  • Seeded example library
  • Document export

Signal path

source private — architecture only
seededCase librarypast exercisesRequestnew case studyAssistantOpenAI AssistantsThreadmulti-turn refineDocumentfinal export

Source is private. Happy to walk through the architecture on a call — ammadtehseenkhan@gmail.com

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