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Part 08 · Guide 33 of 33

The half-life problem: keeping all of this current

This lesson covers the classes of fact and the rates at which each changes, what a continuously updated document does and does not offer to hold onto, how to build a watch list short enough to be maintained, how documents that state their own instability are recorded, why a read-date belongs next to a published claim, and what cadence the review runs on.

Reading time
11 min
Sections
07
Last updated
July 30, 2026
Published by
Instica

01

Classes of fact and their rates

Applies to marketplace onlyown storefronthybrid

Treated as one task, keeping a setup current has no bound. Sorted into classes, the facts underneath it change at rates that differ by orders of magnitude, and the interval is set per class.

Class of factChanges on the order ofExample
Platform eligibility and program termsWeeksWhich merchants may onboard to a given path
Policy on permitted automated useWeeks to monthsWhether automated ordering is permitted on a venue
Specification shapeMonthsThe fields an interface expects
Vocabulary semanticsYearsWhat an offer denotes as distinct from a product
Research findingsSlowly, and by extension rather than reversalWhat a study observed in its own setting

The first row carries the shortest interval and the least visible change. Eligibility is revised without a general announcement, and a merchant who was not already eligible is not a party to whom the revision is communicated.

02

What a continuously updated document offers

Applies to marketplace onlyown storefronthybrid

A versioned specification supplies a handle: the version is noted, and whether what was read is still what was built against is answerable. A continuously updated help page or set of terms supplies no such handle. It changes without a version number and often without a visible diff.

The merchant-facing OpenAI documents this course relies on are of the second kind — live terms where the current text is the only text.1 What that supports is recording the date they were read and attaching that date to any decision resting on them. A decision carrying a read-date can be re-checked against the current text; one without a read-date has to be derived again from the beginning.

03

A watch list short enough to maintain

Applies to marketplace onlyown storefronthybrid

The list covers documents whose change would alter something the seller currently does, which for a small operation is usually between three and eight.

  1. List the documents a current decision depends on.
  2. Assign each the interval of its fastest-changing class rather than its slowest.
  3. Record the date each was last read, in the same place as the decision it supports.
  4. Where a publisher blocks automated checking, mark it as a manual read and give it a shorter interval.
DocumentDecision it supportsIntervalLast read
Live merchant termsEvery row of the money-roles sheetMonthlyRead this week
Venue policy on automated orderingWhether one channel is in the pilotMonthlyRead this week
Protocol specification snapshotThe field shapes built againstQuarterly; it publishes dated snapshotsRead this week
Eligibility page for a surface applied toWhether the application is pending or decidedEvery two weeks, by hand — it blocks automated checkingUnknown — not read since the form was submitted

The bottom row is the fastest-changing fact on the list, is the one that cannot be watched automatically, and is the one with no recorded read. Those three properties tend to appear together.

The fourth step states the interval rule for that case. A source that cannot be monitored is checked on a shorter human interval, because no other mechanism reports that it changed.

04

Documents that state their own status

Applies to marketplace onlyown storefronthybrid

Some documents describe their own instability, and the description is recorded alongside the fact taken from them. A beta specification publishing dated snapshots states both that it will change and how a reader will know.2 An in-progress standards draft carries a revision number and a defined lifespan, which is a schedule.3

What the self-description supports later is a comparison. A fact taken from a draft and a fact taken from a published standard carry different weights when either is found contradicted, and the note is where that difference is available.

05

The read-date beside the claim

Applies to marketplace onlyown storefronthybrid

This applies to what a seller writes for their own team, their suppliers, and their customers. An undated statement about a platform’s behavior does not carry the information a reader needs to establish whether it is current.

The read-date sits next to the claim. Where a claim cannot be kept current, the available options are shortening it or removing it. This course applies the same rule to its own sources, which is why the source register carries review dates rather than a broader undated set.

06

When the review runs

Applies to marketplace onlyown storefronthybrid

The review is attached to a rhythm that already exists — the hour the books are reconciled, the week a stock count runs — rather than to a new reminder.

Two events interrupt the schedule. One is an incident that involved a stale fact, which is direct evidence about which part of the list is under-watched. The other is a change to the seller’s own configuration, such as a new channel or a new integration, because a measured figure is a property of the configuration it was measured on.

07

How the source documents describe themselves

Applies to marketplace onlyown storefronthybrid

The merchant terms this course cites are continuously updated, with no version to pin.1 The checkout specification publishes dated snapshots and describes itself as in beta.2 The bot-identity draft carries a revision number and an expiry date.3

Those three self-descriptions are what set the intervals in the table above. None of the documents states how often it will change, which is why the interval is a decision the seller records rather than a figure the source supplies.

08

Practice

Exercise

Build the watch list

  1. List the documents your current decisions depend on and note the date each was last read.
  2. Assign each an interval from its fastest-changing class, shortening any that cannot be monitored.
  3. Attach the review to an existing recurring task rather than to a new reminder.

Check yourself

Why is one review interval for everything the wrong shape?

Because eligibility changes on the order of weeks and vocabulary semantics on the order of years. A single interval is either more frequent than the slow facts need or less frequent than the fast ones do.

A source cannot be checked automatically. What interval does it take?

A shorter manual one. Nothing else reports that it changed, so the difficulty of checking is a reason to check more often rather than less.

What does a read-date add to a recorded fact?

The ability to re-check rather than re-derive. A decision carrying the date its evidence was read can be revisited against the current text; an undated one has to be rebuilt.

09

Common questions

How many sources belong on the list?

The ones whose change would alter a current decision, which is typically between three and eight for a small seller. A list longer than what is actually read reports coverage it does not have.

Should change detection be automated?

Where the publisher permits it, it is inexpensive for stable documents such as specifications. Help-center pages frequently block unattended clients, which is the case the manual interval covers.

What happens when a published fact turns out to be stale?

It is corrected and the correction is dated. A visible correction records what changed and when, which an unmarked edit does not.

Does any of this apply without an integration?

The policy row does. Whether automated purchasing is permitted on a venue is a fact about that venue that changes without the seller’s involvement.

10

Research and sources

Rules and platform policies change. These primary sources were reviewed on ; confirm the current position for your jurisdiction and account before acting.

Claim evidence

Continuously updated merchant terms and policies publish no version, so a decision resting on them can only be held by recording the date the text was read.
current external fact. Supported by Merchant Feed Terms of Service .
A beta specification publishing dated snapshots, and an in-progress standards draft carrying a revision and a defined lifespan, each announce how and when they will change.
technical requirement. Supported by Agentic Commerce Protocol repository and specification , Web Bot Auth: HTTP Message Signatures protocol (Internet-Draft) .

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