AI Disclosure
& Ethics
At ShekharIT, we believe in Radical Transparency. In an era of AI-generated content, you deserve to know exactly what is written by a human and what is assisted by machines.
The "Human-in-the-Loop" Iron Rule
While we use advanced AI models to assist with research, code generation, diagram creation, and first drafts, every single post is verified, edited, and approved by Shekhar Kumar before publication.
AI is our power tool — not the author.
How We Use AI
Drafting & Structure
AI breaks down complex topics into "Cognitive Chunks" and proposes first-pass outlines — Shekhar then edits and reshapes them.
Code Verification
AI checks command syntax and script structure. All commands are independently tested in real environments.
Visual Generation
All SVG technical diagrams and hero images are generated by AI from detailed specifications defined by Shekhar.
Grammar & Flow
AI refines readability and conciseness. The ideas, examples, and technical judgements are always human-sourced.
What AI Does NOT Do
We have strict policies preventing AI from crossing these lines:
- Hallucinate facts. All technical claims are cross-referenced with official documentation (man pages, RFCs, vendor docs).
- Replace engineering opinion. Best practices and architectural recommendations come from real-world experience — not statistical averages from training data.
- Publish without review. Nothing goes live without a final human check. AI is a collaborator, not an autopilot.
- Invent commands. Every shell command shown on this site has been verified to work in a real Linux/cloud environment.
Our Creation Workflow
Found an Error? Your Rights.
If you find an error in our code, logic, or facts that slipped through our review process — please contact us. We treat accuracy as a security feature.
Reports of factual errors are actioned within 24 hours. We will always credit the person who found the issue (if they want).
Our goal is to be the most reliable IT education site on the internet. AI helps us scale; human review is what makes us trustworthy.