Use cases6 min read
AI Chat Rescue: How to Continue a Dead Session in Any Model
AI chat rescue: how to recover a dead ChatGPT, Claude, or Gemini session and continue the work in any model without losing context.
AI use cases by audience
AI for students, freelancers, agencies, and marketing teams — practical use cases and workflows for getting real work done with LLMs.
Use cases6 min read
What Is RAG? Retrieval-Augmented Generation Explained
What is RAG (retrieval-augmented generation)? How it works, when to use it, and how it compares to fine-tuning and long-context models in 2026.
Use cases4 min read
Student Guide: Organize Study Prompts Without Overspend
Students: organize study prompts by course, use cheaper models for drafts, and set hard budgets so AI doesn't blow your month.
Use cases4 min read
Agency Workflow: Client Domains and Isolated Budgets
Agencies: isolate client prompts into domains, use separate keys and budgets, and compare models without mixing client IP.
Use cases4 min read
Building Production Apps with an AI Gateway SDK
Connect your app with an OpenAI-compatible SDK, keep workspace-side prompts and budgets, and ship without rewriting providers.
Use cases4 min read
AI Prompt Workflows for Marketing Teams
Marketing prompt workflows for campaigns, SEO, and ads — organized by domain with compare and budget guardrails.
Use cases4 min read
Startup Founder Playbook: Control AI Costs Early
Founders: set AI budgets early, separate keys by product surface, and compare models before you lock in expensive defaults.
Use cases4 min read
AI Workspace for Developers: PR Reviews, Docs, and Debug
Use an AI workspace for code review prompts, docs generation, and debugging loops — with versions, compare, and spend caps.
Use cases8 min read
50 Winning AI Prompts: The Mega Library That Saves Hours Every Week
50 tested AI prompts for writing, coding, research, and planning — each with the model it was tuned on. Copy the winners, adapt the rest, and stop reinventing prompts.
LayerFlow
Put these guides to work
Save prompts, compare models, and set hard budgets in one workspace.