How to choose your first AI tool
Compare AI tools with one real task and a simple evaluation record.
AI Knowledge Base
Choose a path and start building. Every tutorial includes a goal, prerequisites, steps, an expected result, and troubleshooting guidance.
Getting started with AI tools
Build a Reusable Prompt Evaluation Checklist
Compare prompt results with fixed inputs, explicit criteria, and a result log instead of tuning by intuition.
Compare AI Tools with the Same Task
Use identical inputs, constraints, and scoring to compare tools and document the best fit for your workflow.
Workflows and automation
Build your first reviewable AI workflow with n8n
Build an observable automation flow with trigger, processing, approval, and output stages.
Build a Source-Traceable AI Research Workflow
Create a repeatable workflow from question decomposition and source collection to an evidence table and reviewed conclusions.
Automate Content Triage with Human Approval
Classify incoming forms or messages, generate a summary, and require human approval before downstream actions.
API and app development
Make your first iDreame chat API call
Store a token safely, query available models, and call the chat completions endpoint with cURL.
Call the iDreame Embeddings API
Read a token and model ID from environment variables, send text, and inspect the vector response structure.
Handle Streaming Chat Responses
Enable streaming, read events incrementally, and close the connection safely after the terminal marker.
Design API Error Handling and Backoff
Separate retryable and terminal errors and add bounded exponential backoff for rate limits and temporary failures.