Disclosure

FlowHat Blog is an independent publication focused on LLMs, AI agents, coding tools, and practical workflows. The site may earn revenue through display advertising, affiliate links, sponsorships, or other commercial relationships. This page explains how those relationships are handled.

Advertising

FlowHat Blog may display ads through Google AdSense or other advertising networks. Advertising partners may use cookies, scripts, or similar technologies to serve ads, measure ad performance, and protect against invalid activity.

Ads do not determine which topics are covered or what conclusions are published. Editorial content is selected based on relevance to LLMs, agents, coding tools, software workflows, and practical value for readers.

Affiliate links

Some outbound links may be affiliate links. If a visitor clicks an affiliate link and makes a qualifying purchase, FlowHat Blog may earn a commission at no additional cost to the visitor.

Affiliate relationships do not guarantee positive coverage. A product, tool, or service may be mentioned because it is useful, relevant, widely used, technically interesting, or important to the agent-tooling ecosystem. When a link is commercial in nature, the site aims to keep that relationship clear to readers.

Product mentions and tool coverage

FlowHat Blog often writes about products, models, repositories, and developer tools from companies such as OpenAI, Anthropic, Google, Meta, xAI, Hugging Face, Moonshot AI, Qwen, and independent open source projects. Mentioning a product or company does not mean the article is sponsored or endorsed by that company.

Unless clearly stated otherwise, posts are editorial content and not paid placements.

AI assistance and translations

FlowHat Blog may use AI tools for research organization, drafting support, translation, editing, and technical checks. Editorial responsibility remains with the site operator. AI-assisted content should be reviewed for accuracy, source visibility, practical value, and compliance with the site's Editorial Policy before publication.

Sponsored content

If FlowHat Blog publishes sponsored content in the future, it will be identified as sponsored, promotional, or paid content. Sponsored content should not be presented as independent editorial coverage.

Corrections and updates

AI tooling changes quickly. Posts may be updated when products change, links break, or important context becomes available. Updates are intended to improve accuracy and usefulness, not to hide commercial relationships.

Last updated: May 18, 2026