Practical AI workflows, agent systems, and automation guides for production work.
Picked from rated guides, easiest first. Each step is a full guide that links to the next.
1StartRegion TriageHit the region block in Cursor? Switch to Auto mode, change the model, or use a BYO API key. 5 fixes ranked fastest to most permanent.
2API LimitationNotebookLM hits real walls: no API, no cross-notebook memory, no offline mode. Here are the hard limits, workarounds, and better alternatives.
3Local MemoryAI coding agents burn tokens re-reading your codebase every session. Build a local SQLite memory system that cuts token use by 100x, no vector DB needed.
4First Agent SessionInstall Claude Code, run your first session, and move from basic prompts to permission modes, hooks, MCP servers, and custom skills as your workflow grows.
Install Claude Code, run your first session, and move from basic prompts to permission modes, hooks, MCP servers, and custom skills as your workflow grows.
Hit the region block in Cursor? Switch to Auto mode, change the model, or use a BYO API key. 5 fixes ranked fastest to most permanent.
Stop struggling with Midjourney. Build your own scalable AI image generation pipeline using n8n and Fal.ai API with our step-by-step polling guide.
NotebookLM hits real walls: no API, no cross-notebook memory, no offline mode. Here are the hard limits, workarounds, and better alternatives.
Developer community is split on Windsurf vs Cursor. Compare large codebase performance, stack-specific results, and migration tips.
Compare n8n, Windmill, and Activepieces for self-hosted AI workflow automation. Docker setup, benchmarks, RAM usage, and MCP support compared.
Watch & build
Walkthroughs from AI & Automation. Pick one and it plays right here.
n8nAdvanced7 min guide
Stop struggling with Midjourney. Build your own scalable AI image generation pipeline using n8n and Fal.ai API with our step-by-step polling guide.
Read the guide
Confused between /compact, /clear, and /rewind in Claude Code? Learn exactly which command to use and when, plus hidden ones like /btw and ULTRATHINK.
AI coding agents burn tokens re-reading your codebase every session. Build a local SQLite memory system that cuts token use by 100x, no vector DB needed.