Workflows

Definitive guides to local AI workflows on Mac. Models, tools, comparisons, and step-by-step setup.

ai testing2026-03-31

AI Testing on Mac: Visual, Self-Healing, Accessibility-Native Browser Testing

The definitive guide to AI-powered browser testing. PiperTest uses Chrome's real accessibility tree, self-heals broken selectors, and exports to Playwright or Cypress.

TestingBrowser AutomationAccessibilitySelf-HealingMCP
ai upscale2026-03-31

AI Upscale on Mac: Image and Video Super Resolution on Apple Neural Engine

The definitive guide to AI super resolution on Mac. PiperSR upscales images 2-4x and video at 44 FPS on Apple Neural Engine. No cloud, no cost.

Super ResolutionImage UpscaleVideo UpscaleApple Neural EngineCoreML
developer platform2026-03-31

AI Developer Tools on Mac: MCP, Browser Automation, and Local APIs

The definitive guide to local AI developer infrastructure on Mac. MCP server, OpenAI-compatible API, browser automation, AI agents, and tool calling.

MCPDeveloper ToolsAPIBrowser AutomationAI Agents
document ai2026-03-31

Document AI on Mac: OCR, RAG, Embeddings, and Code Search Without the Cloud

The definitive guide to document AI workflows on Mac. RAG pipelines, OCR, embeddings, code search, and web scraping — all local on Apple Silicon.

RAGOCREmbeddingsCode SearchWeb Scraping
local chat2026-03-31

Local AI Chat on Mac: Models, Tools, and the State of Private Inference

The definitive guide to running AI chat locally on Mac. Models, hardware requirements, speed benchmarks, and how ToolPiper makes private inference effortless.

Local AIChatText GenerationPrivacymacOS
mac automation2026-03-31

AI Automation on Mac: Voice Commands, Desktop Control, and System Actions

The definitive guide to AI-powered Mac automation. Voice commands, 26 action domains, MCP tools, and push-to-talk - all local, no scripting required.

Mac AutomationVoice CommandsDesktop ControlSystem ActionsMCP
vision ai2026-03-31

Vision AI on Mac: Screen Analysis, Image Understanding, and Pose Detection

The definitive guide to vision AI workflows on Mac. Run multimodal LLMs, analyze screen content, narrate images, and track human poses - all locally on Apple Silicon.

Vision AIImage UnderstandingPose EstimationScreen CapturePrivacy
voice ai2026-03-31

Voice AI on Mac: Transcription, Speech, and Conversation — All Local

The definitive guide to local voice AI on Mac. Speech-to-text, text-to-speech, voice cloning, live transcription, and voice commands - all on Apple Silicon.

Voice AISpeech to TextText to SpeechVoice CloningPrivacy