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Notes from the team on web scraping, API design, and shipping reliable data pipelines at scale.

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Illustration titled “Why Agents Fail” showing three major failure layers for AI/web agents: anti-bot detection, schema instability, and infrastructure issues. The graphic highlights problems such as IP fingerprinting, CAPTCHAs, behavior analysis, DOM restructuring, rate limiting, and JavaScript rendering failures, with labels noting “40% of traffic = bots” and “Silent failures.”
Tech·May 15, 2026

Best Practices for Reliable Web-Connected AI Agents (2026)

Most AI agent failures happen at the data-fetching layer, not in reasoning. This guide covers five architectural practices - error handling, fetching strategy, retry logic, observability, and credential security - that separate production-grade web-connected agents from fragile demos.

Anakin TeamRead