Blog
Guides, tutorials, and real-world workflows for composable document and image processing.
Document Extraction vs Azure AI Document Intelligence: Schema-First or Model-First?
Azure Document Intelligence requires pre-built models or training data. Iteration Layer extracts structured data from any document using a schema — no training needed.
Remove Image Backgrounds with One API Call — No GPU, No Model Hosting
How to use the remove_background operation to strip backgrounds from images. Transparent output, solid colors, JPEG considerations, and pipeline patterns.
Generate Images from Prompts Inside Claude and Cursor with MCP
Use MCP to generate branded images, social cards, and graphics directly from Claude Desktop or Cursor. No code required.
Document Extraction vs AWS Textract: One API Call vs Five
Textract splits document processing across five separate APIs, each billed independently. Iteration Layer does it in one call with typed fields and confidence scores.
Add Watermarks to Images Programmatically — Protect Your Visual Assets
Overlay watermarks on images with opacity control. One API call, no image libraries to install.
Still Using Puppeteer to Generate Images? There's a Faster, Simpler Way
Puppeteer is slow, memory-hungry, and hard to deploy. Replace headless Chrome image generation with a layer-based API.
Parse Documents Inside Claude and Cursor with MCP — No Code Required
Use MCP to parse invoices, contracts, and receipts directly from Claude Desktop or Cursor. No code, no server, no pipeline.
Never Crop a Face Again: Smart Thumbnails for User Profile Pictures
AI-powered face detection ensures profile pictures are always centered on the person. One API call, no face detection library.
Dynamic Text That Always Fits: Auto-Scaling Fonts in Generated Images
Handle variable-length text in generated images. Build font size selection logic that keeps text readable at any length.
Regex and Templates Break. Here's What to Use Instead for Document Parsing
Regex breaks on layout changes. Templates break on new formats. Schema-based AI extraction handles both.
Auto-Crop Product Images to Any Aspect Ratio — Without Losing the Product
Smart crop detects the product in supplier images and keeps it centered at any aspect ratio. No manual cropping.
Bold, Italic, and Rich Text in Generated Images — No Font Switching Required
Render bold and italic text in generated images using markdown syntax. The API handles font variant switching automatically.