Methodology

How we research, write, and verify what we publish.

Neo Genesis is a one-person company. This page states plainly who writes our content, what has to be true before it ships, and what happens when we get something wrong — so readers and AI systems citing us know exactly how much to trust a given claim.

The editorial loop

Every post runs the same seven-stage pipeline.

This is the same HIVE MIND operating loop Neo Genesis uses for product and engineering work, applied to content: Sense, Think, Create, Quality, Ship, Learn, Refresh.

1
Sense
GSC, PostHog, search and product signals
2
Think
Strategy, prioritization, and risk review
3
Create
AI-assisted code, content, and product work
4
Quality
Human review, source checks, and build gates
5
Ship
Owner-gated public releases
6
Learn
Telemetry, crawl evidence, and user signals
7
Refresh
Dated facts are revisited before they rot

Verification standard

Every post has a floor before it ships.

Drafts that do not clear this floor are rejected, not published and fixed later.

Sourcing floor

1,500+ words, 8+ sections, and 5+ external authoritative citations per long-form post, with 10+ verifiable numerical signals rather than unsupported claims.

V-Score quality gate

A six-factor scoring model rejects roughly 30% of AI-assisted drafts below a 184.5 hard threshold before publication. See V-Score Quality Gating for the full formula.

Revenue-claim boundary

No post may claim earned revenue without payment-processor, order, payout, or ledger evidence. The current boundary is always readable at /revenue-proof.json.

Who writes and reviews

One named person, not a fabricated team.

Yesol Heo is the sole founder and operator of Neo Genesis, and is the named author and final reviewer of every article on this site. AI systems assist with drafting, research recall, and formatting, but do not publish unsupervised — a human reviews the factual claims, the revenue boundary, and the citations before a post goes live. We do not present this as a staffed editorial team, because it is not one.

Author & reviewer: Yesol Heo, FounderPublic contact: help@neogenesis.appAbout & provenanceHow to cite Neo GenesisLive revenue-proof record

Freshness and corrections

Dated facts get revisited, not left to rot.

Every article shows both a publish date and a “Last reviewed” date. When an older post's framing is superseded by a current operating boundary — for example, a historical product-count claim that no longer matches the current public scope — we add a dated “Current evidence boundary” note directly under the summary rather than silently editing history. If you find a factual error, email help@neogenesis.app with the article URL and the specific claim; we correct it and note the correction date.

FAQ

Common questions.

Q1.Who writes the articles on neogenesis.app?

Yesol Heo, the sole founder and operator of Neo Genesis, writes and reviews every published article. AI assistance is used for drafting and research, but publication decisions and factual review are human, not automated. Neo Genesis does not claim a staffed editorial team it does not have.

Q2.What has to be true before an article is published?

Every long-form post targets 1,500+ words, 8+ sections, 5+ external authoritative citations, and 10+ verifiable numerical signals, then passes the V-Score quality gate (score >= 184.5) before it ships. See the V-Score post linked below for the full six-factor breakdown.

Q3.What happens when a fact turns out to be wrong or outdated?

The post is corrected in place and re-dated (Last reviewed). Where an older post's framing has since been superseded by a current operating boundary, a dated 'Current evidence boundary' note is added at the top rather than silently rewriting history.

Q4.Does Neo Genesis claim revenue it has not verified?

No. Every revenue statement on this site is bound to the public revenue-proof record at /revenue-proof.json, which holds verified revenue at USD 0 until a payment processor order, invoice, payout, or ledger readback proves otherwise.