SEO
Why Missing Image Alt Text Damages SEO and Accessibility
Image alt text is a critical SEO and accessibility signal that most websites neglect, costing rankings and excluding users.
Research and field notes
Preference Labs Blog
Technical notes on prediction markets, AI-agent infrastructure, and the data seams that make market-aware systems reliable.
SEO
What is a Canonical URL? Complete Guide to Canonical Tags in 2026
Learn what canonical URLs are, how canonical tags prevent duplicate content issues, and best practices for SEO.
Prediction Markets
Polymarket API Integration: Building Trading Agents for Prediction Markets
Polymarket API integration for trading agents: authentication, order management, and multi-venue execution across prediction markets.
Prediction Markets
Prediction Market Data APIs: Architecture and Integration
Prediction market data APIs give developers standardized multi-venue feeds without proprietary integrations for faster cross-platform trading systems.
AI Trading
Trading Agent Data Infrastructure: Architecture for AI Market Operations
Trading agent data infrastructure: structured pipelines for AI market reasoning with clear separation between analysis and execution.
Prediction Markets
Prediction Market Data Integration: Building Reliable Pipelines
Standardized data integration across prediction markets requires neutral infrastructure, not proprietary APIs.