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Agent Resources

Practical guides for feed-first agents.

Definitions, patterns, and comparison pages for builders deciding when agents should use maintained content feeds, MCP, REST, RAG streams, or web search.

Agent Resources June 17, 2026

What Is a Content Feed for AI Agents?

A practical definition for developers building agents, dashboards, research tools, and content-aware apps.

Read guide
Agent Resources June 17, 2026

When AI Agents Should Use Content Feeds Instead of Web Search

A simple decision guide for agent builders: listen first when the job repeats, search when the world is unknown.
Guide

Web search alternative for AI agents

Where maintained coverage beats ad hoc web search, and where live search still belongs.

Agent resources

8 entries
Agent Resources June 17, 2026
What Is a Content Feed for AI Agents?
A practical definition for developers building agents, dashboards, research tools, and content-aware apps.
Agent Resources June 17, 2026
When AI Agents Should Use Content Feeds Instead of Web Search
A decision guide for using feeds before search in repeatable agent workflows.
Guide
What are content feeds for AI agents?
A plain-language definition of feed-first context, provenance, and why agents need current web-derived updates.
Guide
Content feeds for AI
Source-grounded streams that keep citations, timestamps, entities, and delivery metadata attached.
Guide
MCP server for content feeds
How coding agents and AI operators can inspect Synorb Streams through MCP before wiring production delivery.
Guide
Structured web data for LLMs
Why clean Manifest objects are easier for models to cite, cache, audit, and transform.
Guide
RAG data streams
A feed-first pattern for keeping retrieval stores fresh without prompting agents to search every time.
Guide
Web search alternative for AI agents
Where maintained coverage beats ad hoc web search, and where live search still belongs.