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Regenerate microsoft/knowledge from upstream BCApps instructions

Browse source 
The previous LLM-generated knowledge files contained factual
hallucinations. The most visible was the claim that `FindFirst` /
`FindLast` "forces a full-table scan" on an unfiltered record - it does
not; those APIs return a single row via the current key.

Other inaccuracies the audit found and fixed:

* `FindSet(true)` was described as "taking a LockTable". The correct
  upstream phrasing is that `FindSet(true)` sets
  `ReadIsolation::UpdLock` on the read. UpdLock and LockTable are
  related but distinct mechanisms.
* The list of production-scale tables had been invented beyond the
  upstream source (e.g. "Detailed Cust. Ledg. Entry") without a
  citation. The regenerated list matches the ten tables upstream lists
  with their P95 row counts.
* `SetLoadFields` guidance had been augmented with an extra mechanism
  claim ("the database resolves the filter using the index without
  hydrating the value") not present in upstream.

Approach: full regeneration of `microsoft/knowledge/` from the six
upstream BCApps Code Review instruction files, with Microsoft Learn /
the AL language reference as a secondary source. Every claim in every
regenerated file is anchored to a verbatim upstream quote (or a Learn
URL); the audit trail lives in artifacts/trace-<domain>.json on the
session workspace.

The PR #11 transaction/error-handling cluster is preserved verbatim:

* performance/understand-implicit-transaction-boundary.md
* performance/codeunit-run-as-atomic-sub-operation.{md,good.al,bad.al}
* performance/codeunit-run-requires-prior-commit-inside-transaction.{md,good.al,bad.al}
* performance/use-tryfunction-for-error-catching-not-rollback.{md,good.al,bad.al}
* performance/avoid-commit-inside-loops.{md,good.al,bad.al}
* security/commitbehavior-attribute-scopes-explicit-commits.{md,good.al,bad.al}
* testing/transactionmodel-attribute-governs-test-transactions.{md,good.al,bad.al}

These articles already cite Microsoft Learn and were carefully
cross-referenced; the regeneration skips their topics rather than
duplicating them.

File counts after regeneration:

  performance   35 .md  (5 preserved + 30 new)
  privacy       17 .md
  security      18 .md  (1 preserved + 17 new)
  style         33 .md
  testing        1 .md  (preserved)
  ui            19 .md
  upgrade       18 .md

Total 141 atomic knowledge files, each strictly one rule. All pass
.github/scripts/validate_frontmatter.py with 0 errors and 0 warnings.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
Jesper Schulz-Wedde 2026-05-21 09:53:09 +02:00
parent 613c4b4019
commit a9f3c50863
562 changed files with 6293 additions and 4869 deletions
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24
microsoft/knowledge/privacy/table-level-data-classification-cascades.md Normal file
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---
bc-version: [all]
domain: privacy
keywords: [data-classification, table-level, inheritance, override, cascading]
technologies: [al]
countries: [w1]
application-area: [all]
---
# Table-level DataClassification cascades to every field unless overridden
## Description
`DataClassification` may be set at the table level. When it is, every field in the table inherits that classification and individual fields do not need their own `DataClassification` property. The cascade is the platform's intended way of classifying tables whose fields are homogeneous — for example, a system configuration log whose every column is `SystemMetadata`. A field only needs its own classification when its content genuinely differs from the table's default and the inherited value would be wrong.
## Best Practice
Set `DataClassification` once at the table level whenever every field in the table shares the same classification. Omit field-level `DataClassification` properties in that case. Override only on the specific fields whose data class differs from the table's — for example, a `SystemMetadata` audit table that nonetheless captures a `CustomerContent` value somewhere.
See sample: `table-level-data-classification-cascades.good.al`.
## Anti Pattern
Flagging individual fields for "missing `DataClassification`" when the table declares one — the inheritance is the correct, intentional pattern. The mirror anti-pattern is repeating the same `DataClassification` on every field of a table that already declares it at the table level; the property is redundant and adds nothing the platform did not already know.