Articles
Guides and analysis on agentage.hu
Twelve in-depth articles by Zoltán Varga. Each one answers a single question, starting with the short answer.
Designing an AI Newsroom Pipeline: From Signal to Published Story
A practical guide to mapping the six stages of an AI-native newsroom while retaining full editorial control.
Where the Human Must Sit in an AI Newsroom Workflow
A practical checklist for editors to maintain control while deploying agentic pipelines for content creation.
Single Agent or Multi-Agent? Choosing the Right Setup for News Work
Parallel agents excel at decomposable research tasks while sequential writing demands a single thread to avoid coordination costs.
Chain-of-Verification: Adding a Checking Step to AI News Drafts
Separate the drafting phase from the verification phase to catch hallucinations before an editor ever sees the text.
How to Measure the Quality of a Newsroom's AI Knowledge Base
Editors can verify AI accuracy by running automated evaluations on historical stories before publishing new content.
Why AI Drafts Invent Citations and How a Newsroom Blocks Them
AI models prioritize plausible text over factual truth, creating invisible errors that require strict human and automated verification steps.
Guardrails for News Agents: Step Limits, Budgets and Stop Rules
A practical checklist of limits that separates a fragile demo from a reliable, daily-run newsroom agent system.
The Ghost Agent Problem: When an AI Reports Work It Never Did
An AI agent can confidently report a tool call that never happened, creating a dangerous illusion of verification in your newsroom pipeline.
Source Collapse: Detecting Narrow Source Diversity in AI Research Agents
A practical guide to measuring and correcting source diversity in automated research workflows to prevent editorial blind spots.
Building an Audit Trail for Every AI-Assisted News Item
A practical guide to designing tamper-evident logs that capture every AI interaction in the news production pipeline.
AI Newsroom Glossary: Agents, Grounding, Verification and More
Operational definitions for the terms that determine editorial control in an AI-driven newsroom pipeline.
AI in the Newsroom: Speed, Accuracy, and Editorial Control
A practical guide to building an AI-native newsroom pipeline that prioritizes verification over volume.