AI and Workflows

AI tools, prompting, workflow automation, agent setup, and productivity systems.

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Structuring a Reusable Prompt Library in Python

Centralise all AI prompt strings into a single Python module so you can iterate on model behaviour without hunting across your codebase.

Tai · Beginner · 116 views · 18 min How to Run AI API Calls Asynchronously With Celery in Django

Offload slow OpenAI or Claude API calls to Celery workers so Django views return immediately and users receive results through HTMX polling.

Tai · Intermediate · 110 views · 30 min Building a RAG Pipeline With pgvector and Django

Set up a retrieval-augmented generation system using PostgreSQL pgvector so your AI assistant answers from your own content instead of hallucinating.

Tai · Intermediate · 113 views · 35 min How to Write a System Prompt That Actually Controls AI Behaviour

Learn the structure and principles behind effective system prompts so your AI integration responds consistently and stays within the boundaries you define.

Tai · Beginner · 111 views · 20 min