How we write and check our pulses

Every pulse on PolyCasino Win follows the same documented process, from the choice of topic to the date shown under the byline. This page sets it out, including the parts done by software.

How do we choose what to write about?

Topics come from search demand data: the questions people actually type about prediction markets and decentralised exchanges, such as how to convert a share price into odds or how much a price move costs a liquidity provider. We pick the question first, then decide which pool, market or contract explains it best.

Where do the facts come from?

From primary documents, not from other crypto blogs. For our subjects that usually means:

• Protocol whitepapers and documentation. The papers and developer docs that define how an automated market maker prices a swap, how fees accrue to liquidity providers and how concentrated ranges or stablecoin curves behave.
• Venue rulebooks and contract terms. The market rules, settlement sources and fee schedules that prediction market venues publish for each contract. These decide how a share resolves and what a trade really costs, so they come first.
• Regulators. Filings and published rules from regulators, such as the US Commodity Futures Trading Commission for regulated event contracts, when a pulse touches on who may offer or trade a market.
• On-chain and official data. Pool reserves, fee tiers and transaction parameters as recorded on chain, and official index or economic data where a contract settles on it.

Each claim in a pulse links to where it came from, and pulses written under this process end with a list headed "Chain and source links". Older pulses, filed under an earlier workflow, carry no such list and stay up as first posted.

How are pulses drafted?

Drafts are written with the help of AI writing tools, working to a brief and to the sources gathered for that pulse. The draft may only state what the sources support. Worked examples, such as a swap through a pool of given reserves or a share price converted into odds, are arithmetic that anyone can repeat.

What is checked before a pulse goes up?

Automated checks run on every pulse before publication. They look for a source behind each claim, test that links work, and compare the figures and dates in the pulse against its sources. A pulse that fails is held back until it passes. We do not claim human expert review, and we do not claim to have tested or traded on any venue or protocol we write about.

How do corrections work?

If you spot a wrong number or a broken link, tell us through our contact form. When a fact is wrong we fix it, and a pulse that changes in substance shows an Updated date under its byline.

How do updates work?

Protocols upgrade, fee schedules change and venues rewrite their rules. When a source we relied on changes, we update the pulse and the date with it.

What we do not do

We do not give investment advice, we do not tip outcomes and we do not promise returns. A commission never changes what a pulse says about how a market or a pool works.