How to Evaluate AI Content Tools: Reproducible Rubric & Tests
A practical, reproducible rubric and small test suite to evaluate AI content tools. Includes prompts, scoring, automation recipes, decision matrix, and limits.
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Model‑Agnostic Architecture: Swap LLM Providers with Ease
A practical guide to designing model‑agnostic app architecture: adapter layers, unified prompts, normalization, feature flags, evaluation harnesses, and checklists.
AI for Small Businesses: Analyze Regulations and Extract Actions
A straightforward, safe workflow to feed regulatory text to AI, extract obligations and deadlines, validate outputs, and turn them into an actionable plan.
AI Notebook Workflows for Research and Class Projects
A practical, product-agnostic guide to using AI notebooks for literature reviews, experiment logs, notes, reproducible prompts, and instructor-friendly policies.
Secure prompt management: store, version, and audit prompts
A practical tutorial on storing, versioning, and auditing prompts safely: secret stores, redaction, git-backed templates, access controls, and audit patterns.