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>
1.7 KiB
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FeatureTelemetry CustomDimensions follow the same privacy rules as Session.LogMessage
Description
Codeunit "Feature Telemetry" is the second telemetry surface in AL. Its methods — LogUsage(), LogUptake() and LogError() — each accept a CustomDimensions dictionary parameter whose contents are sent to telemetry as-is. The platform does not classify per-dimension values for you, so any customer or employee data placed into the dictionary is logged verbatim. The privacy rules that apply to Session.LogMessage message text apply to every value in CustomDimensions: no customer or employee names, email addresses, phone numbers (CustomerContent/EUII); no employee codes, user IDs or user security IDs (EUPI); no user-provided content (addresses, descriptions, notes); no GetLastErrorText() output.
Best Practice
Pass only non-personal context through CustomDimensions — feature names, status enums, counts, error codes, durations. For uptake or usage signals that do not need per-call context, prefer the parameterless overload of LogUptake/LogUsage over a CustomDimensions dictionary that risks accreting PII over time.
See sample: featuretelemetry-customdimensions-no-pii.good.al.
Anti Pattern
CustomDimensions.Add('EmployeeNo', ExpenseHeader."Employee No.") followed by FeatureTelemetry.LogUsage(...) — the employee number is a pseudonymous user identifier (EUPI) and is now in telemetry. Same pattern with 'UserName', 'CustomerEmail', 'AttachmentName' etc.
See sample: featuretelemetry-customdimensions-no-pii.bad.al.