General Inquiries
For questions, feedback, or suggestions about the site and its content:
Email: info@aiprogrammingmanual.com
Content Corrections
Technical accuracy is a priority. If you spot an error in any guide — a wrong code example, an outdated API reference, a misleading explanation — please reach out. To help address corrections quickly, include:
- The URL of the page containing the error
- A description of what's incorrect
- A suggested correction, if you have one
All verified corrections are applied promptly and credited if you'd like attribution.
Topic Suggestions
Have an idea for a guide or tutorial you'd like to see on the site? Suggestions are welcome. The most useful requests include a specific use case or problem you're trying to solve — that helps prioritize topics that provide genuine value to developers.
Advertising & Partnerships
For advertising, sponsorship, or partnership inquiries, use the same email address above. Please include details about what you're proposing and how it relates to the site's developer audience.
Response Time
Typical response time is 2–5 business days. Content corrections that affect technical accuracy are prioritized.