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.
LayerFlow Blog
Guides for prompts, models, and cost
Practical SEO-ready writing on prompt workspaces, LLM budgets, multi-model compare, BYOK, and gateway workflows.
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
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
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
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.