AI workflows
AI Feeds API Patterns: Enrich Content Without Losing the Source
Design a bounded enrichment workflow for summaries and labels, with source evidence, review states, and sensible failure handling.
THE READING ROOM FOR CURIOUS BUILDERS
Feeds API Lab
Fresh thinking. Useful patterns. Ten field guides to help you build a better relationship with the feed-powered web.
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AI workflows
AI Model Feeds API: Build a Useful Model Release Watchlist
Track model releases with revision identifiers, model-card evidence, evaluation context, and a clear distinction between claims and measurements.
AI workflows
Agent AI Feeds API: Design Event-Driven Workflows with Guardrails
Connect feed events to bounded agent workflows with explicit permissions, idempotent actions, approval steps, and meaningful stop conditions.
AI workflows
LLM Feeds API: Build a Source-Grounded Context Pipeline
Turn changing feed items into selected, traceable context using sensible chunking, retrieval tests, freshness rules, and citation checks.
Data & delivery
AI Prompts Feeds API: Version a Reusable Prompt Library
Treat prompts as versioned records with explicit inputs, validation rules, review notes, and a repeatable path from draft to release.
News & publishing
News Feeds API Workflows: Deduplication, Corrections, and Attribution
Design a newsroom-friendly feed workflow that preserves publisher identity, handles revised stories, and separates clustering from certainty.
Feed foundations
What Is a Feeds API? A Practical Guide to Feed Architecture
Understand feed formats, stable identifiers, update semantics, and the small design decisions that make integrations dependable.
Feed foundations
RSS Feeds API Guide: Parse, Normalize, and Keep Item Identity
Read RSS carefully: preserve GUIDs, distinguish summaries from full text, handle dates conservatively, and test malformed source content.
Data & delivery
Server Feeds API: Conditional Requests, Retries, and Freshness
Build a polite polling strategy around conditional HTTP requests, source-level backoff, durable checkpoints, and honest freshness signals.
Feed foundations
Data Feeds API Design: Schemas, Provenance, and Change Events
Create a feed contract that explains units, missing values, corrections, and deletions before those details become production surprises.
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Feed foundations ↗
Formats, identity, and the meaning of a record.
Explore this collectionData & delivery ↗
Reliable workers and reusable contracts.
Explore this collectionAI workflows ↗
Context, enrichment, models, and bounded agents.
Explore this collectionNews & publishing ↗
Sources, corrections, and editorial decisions.
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