Canonical Content for AI Crawlers: Redirect Strategy and Agent Readiness Operations
An operational framework for controlling crawler ingestion quality with redirects, canonical policy, and documentation architecture.
#search
8 articlesCloudflare Agent Memory + AI Search: Operating Stateful Agents Without Chaos
An operational blueprint for combining persistent memory and retrieval primitives in Cloudflare-based agent systems.
Ai Search Primitive Agent Memory Retrieval 2026: Production Architecture Guide
A publication-ready long-form guide based on today's platform and developer trend signals.
CodeDB v0.2.53 Deep Dive: How a Trigram-Indexed Search Engine Claims Microsecond Code Lookup
A practical technical analysis of CodeDB v0.2.53, including performance claims, indexing design, security hardening, and realistic adoption criteria.
Virtual Filesystem vs RAG for AI Documentation Assistants: An Operations Playbook
A practical decision framework comparing retrieval-augmented generation and virtual-filesystem approaches for production documentation assistants.
Gemini Embedding 2 Adoption Guide for Production Retrieval Systems
Practical architecture patterns for using Gemini Embedding 2 in search, RAG, and recommendation pipelines.
Build Verifiable Trend Intelligence Pipelines Before Letting Agents Publish
Trend-driven content and product decisions need source diversity, confidence scoring, and contradiction handling.
Agentic Search in Production: When RAG Stops Being Enough
How teams are combining retrieval, planning, and tool execution to build agentic search systems with stronger answer reliability.