Editorial Standards & Corrections Policy

Last Updated: August 15, 2026

Who writes this site

TechLife Adventures is written by Vinod Kurien Alex, an engineering manager with 20+ years in software delivery. Every post reflects a first-person point of view grounded in that experience — this is not a syndicated or ghost-written content farm, and it is not neutral wire-copy. Opinions are labeled as opinions; data claims are expected to carry a source.

AI-assisted writing, disclosed

Some posts on this site are drafted with AI assistance (research synthesis, drafting, editing) under the author's direction, and every post is reviewed and edited by the author before publishing. Where a statistic or claim appears, the underlying research is expected to be verified against a real source at the time of writing — not invented or recalled from a model's training data. We'd rather cut a number we can't verify than publish a plausible-sounding one.

How we handle time-sensitive claims

AI, technology, and regulatory topics move fast. Where a post cites pricing, model names, adoption figures, or legal deadlines, we aim to:

Date-stamp the claim ("as of [month/year]") rather than presenting it as a permanent fact.
Add a lastUpdated note when we revisit a post to refresh stale figures.
Hedge explicitly when we know a fast-moving fact is likely to have changed since publication, rather than silently leaving it stated as current.

We don't always catch drift before a reader does — see Corrections below.

Corrections policy

If you spot an error — a wrong figure, an outdated claim, a broken link, anything — please contact us. We will:

Verify the correction against a primary source.
Update the post and its lastUpdated date.
For anything that materially changed the post's conclusion, add a visible note in the article itself rather than silently editing it away.

We don't have a formal corrections log yet; for now, corrections are reflected directly in the post's lastUpdated date and, where material, an inline note.

What we don't do

We don't accept payment for favorable coverage, and any sponsored or affiliate content will be clearly labeled as such if it's ever introduced.
We don't publish content solely to fill a publishing quota — see our advertising disclosure for how this site is (and isn't) monetized.

Questions about anything above are welcome via the contact page.