Editorial policy

The Agent Ecosystem is committed to publishing accurate, useful, original content. This page explains how we research, write, and review every article.

Research

• Topics are chosen based on reader questions, search demand, and editorial judgment.
• Each article is researched against primary sources (official docs, peer-reviewed studies, vendor documentation) before drafting.
• External citations link to the original source where possible.

Writing

• Articles aim to answer a clear reader question with practical, actionable guidance.
• We prefer concrete examples over abstractions and avoid filler language.
• We disclose any conflicts of interest at the top of relevant articles.

AI-assisted drafting

Many articles begin as AI-assisted drafts. See our AI disclosure for the full workflow, including model versions and human review steps.

Review

• Every published article passes through human editorial review.
• Factual claims are checked against the cited sources.
• Articles are updated when underlying facts or recommendations change.

Corrections

If you spot an error, please contact us. We aim to issue corrections within 48 hours and note material corrections at the bottom of the affected article.

Sponsored content

Sponsored articles are clearly labelled. Editorial articles are never paid for by an outside party. Affiliate links never influence editorial recommendations — see our disclaimer.