keeping-one-source-of-truth

Keeping one source of truth

REQUIRED BACKGROUND: the principal-engineering skill.

Overview

Every fact about the system lives in exactly one place, and every other part of the system reads it from there. This outranks convenience.

The doctrine

Before adding data, find who already owns it. Extend that owner; do not start a rival.
Derive rather than store. If the platform or an existing source can answer it at read time, read it there; do not copy the answer into a second source where it can go stale.
Absorb duplicates you find on the way. When you touch code that hardcodes what a file already knows (or the reverse), fold the two together as part of the work instead of leaving a third variant behind.
A missing entry fails loud (see handling-failures): the single source is only authoritative if absence from it is an error, never a silent default.
Mark generated versus hand-edited, and never edit generated output. Every artifact states which it is.
Vocabulary is typed, not stringly. Identifiers, kinds, states, and names that code branches on are constants, enums, sealed types, or registry entries; a free string spelled twice is two sources of truth with a typo between them.
When two sources disagree, say so. Surfacing the contradiction is the first fix. The full fix determines which value is live, collapses to one source, and deletes the loser. Never silently follow either one; that launders the disagreement into whichever answer you happened to read first. On a declared critical path, a live disagreement earns a direct message to the owner, not only a tracked item; an unread ticket surfaces nothing.

Boundaries

Caches and read models are legitimate derived copies when their derivation is automatic and their staleness is bounded and observable. The rule bans copies a person keeps in sync by hand.
Test fixtures may freeze a copy of reality on purpose; the word fixture is the label that says so.
Documentation follows the same rule (an index routes, never decides); the technical-writer plugin's technical-writing skill carries that side where installed.

Common mistakes

Copying a threshold, URL, or mapping "temporarily". Temporary copies have the same lifetime as the TODO above them.
Creating thing-v2 beside thing instead of editing in place.
A default value in code that shadows the config file's value. When someone changes the config and nothing happens, this is why.
Two enums in two services spelling the same states. The day one gains a state, the boundary between them becomes a silent filter.

Keeping one source of truth

REQUIRED BACKGROUND: the principal-engineering skill.

Overview

Every fact about the system lives in exactly one place, and every other part of the system reads it from there. This outranks convenience.

The doctrine

Before adding data, find who already owns it. Extend that owner; do not start a rival.

Derive rather than store. If the platform or an existing source can answer it at read time, read it there; do not copy the answer into a second source where it can go stale.

Absorb duplicates you find on the way. When you touch code that hardcodes what a file already knows (or the reverse), fold the two together as part of the work instead of leaving a third variant behind.

A missing entry fails loud (see handling-failures): the single source is only authoritative if absence from it is an error, never a silent default.

Mark generated versus hand-edited, and never edit generated output. Every artifact states which it is.

Vocabulary is typed, not stringly. Identifiers, kinds, states, and names that code branches on are constants, enums, sealed types, or registry entries; a free string spelled twice is two sources of truth with a typo between them.

When two sources disagree, say so. Surfacing the contradiction is the first fix. The full fix determines which value is live, collapses to one source, and deletes the loser. Never silently follow either one; that launders the disagreement into whichever answer you happened to read first. On a declared critical path, a live disagreement earns a direct message to the owner, not only a tracked item; an unread ticket surfaces nothing.

Boundaries

Caches and read models are legitimate derived copies when their derivation is automatic and their staleness is bounded and observable. The rule bans copies a person keeps in sync by hand.

Test fixtures may freeze a copy of reality on purpose; the word fixture is the label that says so.

Documentation follows the same rule (an index routes, never decides); the technical-writer plugin's technical-writing skill carries that side where installed.

Common mistakes

Copying a threshold, URL, or mapping "temporarily". Temporary copies have the same lifetime as the TODO above them.

Creating thing-v2 beside thing instead of editing in place.

A default value in code that shadows the config file's value. When someone changes the config and nothing happens, this is why.

Two enums in two services spelling the same states. The day one gains a state, the boundary between them becomes a silent filter.