AI Dev Toolkit exists to help developers build better software. These standards keep our content useful, accurate, and trustworthy.
Our Mission
We publish practical, tested guides that help developers solve real problems. We do not chase trends for clicks, and we do not publish content we would not use ourselves.
What We Cover
- Tutorials — step-by-step guides with working code, tested before publishing
- Comparisons — honest, hands-on evaluations of developer tools with clear trade-offs
- Fix guides — troubleshooting articles that explain the root cause, not just the symptom
- Resource lists — curated lists with context on why each item matters
Testing & Verification
Every code example in a tutorial is run in a clean environment before publication. We note the versions used. If a library changes and the command breaks, we update the article and change the "last updated" date.
We verify pricing, feature availability, and version numbers from official sources, not third-party summaries.
Update Policy
Technology changes fast. We review our most-read articles quarterly and update them when:
- A command or API no longer works
- Pricing or features change significantly
- A better tool or approach becomes available
- Readers report an error or outdated section
Each article displays its last updated date. Major updates are also logged in the article's content.
AI Usage Policy
We use AI tools as part of our writing workflow — for research, outlining, and drafting. However, we do not publish raw AI output.
Every published guide is reviewed, edited, and fact-checked by a human editor. Code is tested. Claims are verified. Opinions are our own.
Corrections
When we find a factual error, we fix it promptly and update the article's modified date. If the error is significant, we add a note explaining what changed. Readers can report errors by emailing hello@aidevtoolkit.dev.
Advertising & Independence
We participate in the Google AdSense program. Ad revenue helps cover hosting and domain costs. Our editorial decisions are independent of advertisers. We do not accept paid placements in our guides or comparisons.
When we mention affiliate partnerships, we disclose them clearly.
Contact Us
Questions about our standards? Email us at hello@aidevtoolkit.dev.