AI Summarization
Prompt contracts, evidence-linked outputs, verification, and evaluation methods for dependable AI feed summaries.
2 guidesImplementation journal
Feed Signals
Ten complete guides for building AI feed summaries from RSS, Atom, JSON Feed, news APIs, articles, PDFs, Markdown, and selected websites.
10 long-form guides2024–2026feed formatsdata pipelinesAI agents
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Follow one layer of the feed summary stack or move through the complete source-to-briefing path.
Feed Formats
RSS, Atom, JSON Feed, identity, content representation, dates, links, and normalization for downstream AI work.
2 guidesData Pipelines
News APIs, article services, web extraction, deduplication, clustering, ranking, and operational controls.
3 guidesDocument Processing
PDF and Markdown workflows that preserve page, section, table, code, and source-boundary context.
2 guidesAutomation
Agentic news monitoring with bounded tools, event-driven updates, review gates, and deterministic publishing.
1 guideFeed Signals
All implementation guides
Each article contains a complete workflow, one authoritative external reference, internal cross-links, and a custom 1200 × 1200 editorial image.
Building an Agentic AI News Agent Without Losing Editorial Control
An architecture for agentic AI news summaries that uses clear tool boundaries, event-driven updates, provenance, and human review gates.
AI AgentsNews MonitoringWebSub
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Prompt Templates for Consistent Feed Summaries
Create prompt templates that keep feed summaries consistent across sources, models, topics, lengths, and editorial use cases.
Prompt EngineeringStructured OutputEvaluation
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Website Scraping for Feed Summaries: Respectful Extraction and Change Detection
A responsible website-scraping workflow for generating feed summaries from pages that do not publish usable RSS, Atom, or JSON feeds.
Web ScrapingRobots.txtChange Detection
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Markdown Feed Summary: Clean Text, Stable Structure, Better Prompts
Learn why Markdown is useful for feed summary pipelines and how to preserve headings, lists, links, code, and document boundaries.
MarkdownCommonMarkContent Normalization
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PDF to AI Feed Summary: A Reliable Document Processing Workflow
A reliable PDF-to-AI feed summary workflow for reports, research papers, filings, manuals, and other long documents.
PDFDocument ProcessingAI Summarization
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Designing an Article Summarizer API: Inputs, Outputs, and Quality Controls
Design an article summarizer API with stable inputs, structured outputs, citations, length controls, and transparent failure modes.
Article SummarizationAPI DesignOpenAPI
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News API Feed Summary Pipelines: From Query to Briefing
Plan a news API feed summary pipeline that retrieves relevant articles, groups duplicate coverage, and produces traceable daily briefings.
News APIBriefingsDeduplication
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RSS vs Atom vs JSON Feed for AI Summarization Pipelines
A developer-focused comparison of RSS, Atom, and JSON Feed for ingestion, normalization, and AI feed summary systems.
RSSAtomJSON Feed
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RSS Feed Summary: A Practical Guide to Parsing, Cleaning, and Condensing Feeds
A step-by-step RSS feed summary guide covering discovery, parsing, normalization, deduplication, extraction, and summary quality checks.
RSSFeed ParsingAI Summarization
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How to Build an AI Feed Summary Workflow That Preserves Context
Design an AI feed summary pipeline that keeps source context, separates facts from inference, and produces useful briefings instead of generic blurbs.
AI SummarizationRSSPrompt Engineering
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