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Migrate Auth/Brewery/Location repositories to pure Dapper; rename Timer to RowVersion (#237)
* Integrate Spectre.Console into seed application, use async data loading * Replace stored-procedure repositories with Dapper-based repositories Removes the USP_* stored procedures for Auth, Location, and Brewery data access in favour of services built with Dapper. Adds a new Features.Locations slice and optimistic concurrency support for the Brewery slice. * Add new documentation for Dapper migration/database schema * Update FluentAssertions to most recent open source ver * Update XML doc comment in backend projects * Modify brewery location dto to include denormalized data * - Updated column names from 'Timer' to 'RowVersion' in schema.sql for - Introduced new BeerPost entity and updated BreweryPost and BreweryPostLocation entities to use 'RowVersion' for concurrency. - Modified UserAccount, UserCredential, UserVerification, City, StateProvince, and Country entities to use 'RowVersion' instead of 'Timer'. - Updated tests and command handlers to reflect changes in concurrency token from 'Timer' to 'RowVersion'. - Adjusted BreweryDto and BreweryDtoMapper to include 'RowVersion' and updated mapping logic accordingly. - Ensured all repository methods and interfaces are aligned with the new concurrency handling approach. * updates * Add BeerStyle entity and related properties; refactor BreweryDto to remove BeerPosts * Fix Api.Specs test failures: stale Timer column refs and missing test.user fixture * Remove repository tests, usages of registration dto used in repo * archive old stored procs/functions * update stale docs * Add instructions for generating cryptographically secure base64 secrets on macOS/Linux and Windows
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@@ -136,8 +136,8 @@ consumers are informed of the AI-generated origin before engagement.
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When forced by the system prompt to generate a "highly specialized technical
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brewing detail," the model frequently hallucinates fermentation science and
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brewing chemistry. While the resulting text sounds confident, it is
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nonsensical to a reader with brewing or scientific expertise.
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brewing chemistry. While the resulting text sounds confident, it is nonsensical
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to a reader with brewing or scientific expertise.
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Small-parameter models such as Gemma 4 E4B cannot reliably satisfy prompts
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calling for specialist brewing detail. This is consistent with the **CHOKE**
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@@ -262,8 +262,8 @@ idiomatic phrasing.
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]
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```
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When fed into the pipeline, this dataset often causes the model to reason that
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a local variant of French is needed, but it often defaults to a standardized
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When fed into the pipeline, this dataset often causes the model to reason that a
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local variant of French is needed, but it often defaults to a standardized
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dialect of French, without cultural or linguistic nuance.
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For languages such as Welsh (Wales), Māori (Aotearoa/New Zealand), or Sicilian
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@@ -312,10 +312,10 @@ not a source of truth.
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Simhi, Itay Itzhak, Fazl Barez, Gabriel Stanovsky, Yonatan Belinkov.
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[^llm-bias]:
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For example, Blasi et al. (2022), "Systematic Inequalities in Language Technology
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Performance across the World's Languages," _ACL Anthology_. The pattern is
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consistent with models trained predominantly on English-language web
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corpora.
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For example, Blasi et al. (2022), "Systematic Inequalities in Language
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Technology Performance across the World's Languages," _ACL Anthology_. The
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pattern is consistent with models trained predominantly on English-language
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web corpora.
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[^wp-license]:
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Source:
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