Do full Gemma-4 run of pipeline, transfer sqllite file to public dir of preview

remove password field
add results viewer
2026-07-16 09:37:23 +00:00 · 2026-06-23 03:16:34 -04:00 · 2026-06-23 01:39:57 -04:00 · 2026-06-23 01:27:37 -04:00 · 2026-06-23 01:04:52 -04:00 · 2026-06-23 01:04:46 -04:00
38 changed files with 1520 additions and 198 deletions
--- a/tooling/pipeline-results-viewer/.gitignore
+++ b/tooling/pipeline-results-viewer/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
--- a/tooling/pipeline-results-viewer/index.html
+++ b/tooling/pipeline-results-viewer/index.html
@@ -0,0 +1,25 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Pipeline Results Viewer</title>
+  </head>
+  <body>
+    <div class="dialog" id="window">
+      <div class="dialog-header">
+        <p>Pipeline Results Viewer</p>
+      </div>
+      <div class="dialog-body">
+        <div class="field-group">
+          <label for="table-select">Table</label>
+          <select id="table-select"></select>
+        </div>
+        <p id="status"></p>
+        <div id="table-container"></div>
+      </div>
+    </div>
+    <script type="module" src="/src/main.ts"></script>
+  </body>
+</html>
--- a/tooling/pipeline-results-viewer/package-lock.json
+++ b/tooling/pipeline-results-viewer/package-lock.json
@@ -0,0 +1,939 @@
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+        "sass-embedded": "^1.70.0",
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+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
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+}
--- a/tooling/pipeline-results-viewer/package.json
+++ b/tooling/pipeline-results-viewer/package.json
@@ -0,0 +1,20 @@
+{
+  "name": "pipeline-results-viewer",
+  "version": "0.0.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc && vite build",
+    "preview": "vite preview"
+  },
+  "devDependencies": {
+    "@types/sql.js": "^1.4.11",
+    "typescript": "^6.0.3",
+    "vite": "^8.0.12"
+  },
+  "dependencies": {
+    "95css": "^0.4.2",
+    "sql.js": "^1.14.1"
+  }
+}
--- a/tooling/pipeline-results-viewer/public/biergarten.sqlite
+++ b/tooling/pipeline-results-viewer/public/biergarten.sqlite
--- a/tooling/pipeline-results-viewer/public/favicon.svg
+++ b/tooling/pipeline-results-viewer/public/favicon.svg
--- a/tooling/pipeline-results-viewer/src/main.ts
+++ b/tooling/pipeline-results-viewer/src/main.ts
@@ -0,0 +1,68 @@
+import "95css/css/95css.css";
+import "./style.css";
+import initSqlJs, { type Database } from "sql.js";
+import sqlWasmUrl from "sql.js/dist/sql-wasm.wasm?url";
+
+const DB_URL = "/biergarten.sqlite";
+
+const tableSelect = document.querySelector<HTMLSelectElement>("#table-select")!;
+const tableContainer = document.querySelector<HTMLDivElement>("#table-container")!;
+const status = document.querySelector<HTMLParagraphElement>("#status")!;
+
+function renderTable(db: Database, name: string): void {
+  const result = db.exec(`SELECT * FROM "${name}"`);
+  tableContainer.replaceChildren();
+
+  if (result.length === 0) {
+    tableContainer.append(Object.assign(document.createElement("p"), { textContent: "No rows." }));
+    return;
+  }
+
+  const { columns, values } = result[0];
+  const table = document.createElement("table");
+
+  const head = table.createTHead().insertRow();
+  for (const column of columns) {
+    head.append(Object.assign(document.createElement("th"), { textContent: column }));
+  }
+
+  const body = table.createTBody();
+  for (const row of values) {
+    const tr = body.insertRow();
+    for (const cell of row) {
+      tr.append(Object.assign(document.createElement("td"), { textContent: String(cell ?? "") }));
+    }
+  }
+
+  tableContainer.append(table);
+}
+
+async function main(): Promise<void> {
+  status.textContent = "Loading database...";
+
+  const sqlJs = await initSqlJs({ locateFile: () => sqlWasmUrl });
+  const response = await fetch(DB_URL);
+  const buffer = await response.arrayBuffer();
+  const db = new sqlJs.Database(new Uint8Array(buffer));
+
+  const tables =
+    db
+      .exec("SELECT name FROM sqlite_master WHERE type = 'table' AND name NOT LIKE 'sqlite_%' ORDER BY name")[0]
+      ?.values.map((row) => String(row[0])) ?? [];
+
+  for (const name of tables) {
+    tableSelect.append(new Option(name, name));
+  }
+
+  tableSelect.addEventListener("change", () => renderTable(db, tableSelect.value));
+
+  if (tables.length > 0) {
+    renderTable(db, tables[0]);
+  }
+
+  status.textContent = "";
+}
+
+main().catch((error: unknown) => {
+  status.textContent = `Failed to load database: ${String(error)}`;
+});
--- a/tooling/pipeline-results-viewer/src/style.css
+++ b/tooling/pipeline-results-viewer/src/style.css
@@ -0,0 +1,28 @@
+body {
+  margin: 0;
+  padding: 24px;
+}
+
+#window {
+  width: 100%;
+  max-width: 1600px;
+  margin: 0 auto;
+}
+
+#table-container {
+  overflow-x: auto;
+  margin-top: 8px;
+}
+
+table {
+  border-collapse: collapse;
+}
+
+th,
+td {
+  border: 1px solid #808080;
+  padding: 4px 8px;
+  text-align: left;
+  font-size: 14px;
+  white-space: nowrap;
+}
--- a/tooling/pipeline-results-viewer/tsconfig.json
+++ b/tooling/pipeline-results-viewer/tsconfig.json
@@ -0,0 +1,24 @@
+{
+  "compilerOptions": {
+    "target": "es2023",
+    "module": "esnext",
+    "lib": ["ES2023", "DOM"],
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "esModuleInterop": true,
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true
+  },
+  "include": ["src"]
+}
--- a/tooling/pipeline/format-per-directory.sh
+++ b/tooling/pipeline/format-per-directory.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+#
+# Walks every directory under src/ and includes/ (including nested
+# subdirectories), runs clang-format on the C/C++ files in that directory
+# only (non-recursive), and commits the result with its own commit.
+#
+# Usage: ./format-per-directory.sh [-y]
+#   -y  skip the confirmation prompt
+
+set -euo pipefail
+
+SKIP_CONFIRM=false
+if [[ "${1:-}" == "-y" ]]; then
+    SKIP_CONFIRM=true
+fi
+
+cd "$(dirname "$0")"
+
+if [ ! -f .clang-format ]; then
+    echo "ERROR: .clang-format file not found."
+    exit 1
+fi
+
+if ! command -v clang-format &>/dev/null; then
+    echo "ERROR: clang-format not found."
+    exit 1
+fi
+
+if ! command -v git &>/dev/null; then
+    echo "ERROR: git not found."
+    exit 1
+fi
+
+echo "WARNING: This script will format .cpp, .h, .cxx, .cc, .c, .hpp files"
+echo "directory-by-directory under src/ and includes/, committing after each"
+echo "directory is formatted."
+
+if [[ "$SKIP_CONFIRM" == false ]]; then
+    read -p "Do you want to continue? (y/n) " -n 1 -r
+    echo
+    if [[ ! $REPLY =~ ^[Yy]$ ]]; then
+        echo "Aborted."
+        exit 1
+    fi
+fi
+
+if [[ -n "$(git status --porcelain)" ]]; then
+    echo "ERROR: working tree is not clean. Commit or stash your changes first."
+    exit 1
+fi
+
+dirs=$(find src includes -type d | sort)
+
+for dir in $dirs; do
+    files=$(find "$dir" -maxdepth 1 -type f \( -name "*.cpp" -o -name "*.hpp" -o -name "*.h" -o -name "*.c" -o -name "*.cc" -o -name "*.cxx" \))
+
+    if [[ -z "$files" ]]; then
+        continue
+    fi
+
+    echo "Formatting $dir..."
+    echo "$files" | xargs clang-format -i
+
+    if [[ -n "$(git status --porcelain -- "$dir")" ]]; then
+        git add -- "$dir"
+        git commit -m "Formatted $dir"
+    else
+        echo "No changes in $dir, skipping commit."
+    fi
+done
+
+echo "Done."
--- a/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h
+++ b/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h
@@ -2,11 +2,11 @@
 #define BIERGARTEN_PIPELINE_INCLUDES_BIERGARTEN_DATA_GENERATOR_H_

 /**
- * @file biergarten_data_generator.h
- * @brief Orchestration for end-to-end brewery data generation pipeline.
+ * @file biergarten_pipeline_orchestrator.h
+ * @brief Orchestration for end-to-end brewery and user data generation.
 *
- * Intent: Coordinates location loading, enrichment, and generation phases
- * to produce a complete dataset. Coordinates dependencies via composition root.
+ * Coordinates location loading, enrichment, and generation phases to produce
+ * a complete dataset, wiring dependencies selected at the composition root.
 */

 #include <memory>
@@ -20,16 +20,16 @@
 #include "services/logging/logger.h"

 /**
- * @brief Main data generator class for the Biergarten pipeline.
+ * @brief Main orchestrator for the Biergarten data generation pipeline.
 *
- * This class encapsulates the core logic for generating brewery data.
- * It handles location loading, city enrichment, and brewery generation.
+ * Handles location loading, city enrichment, and brewery/user generation.
 */
 class BiergartenPipelineOrchestrator {
 public:
  /**
   * @brief Constructs the orchestrator with injected pipeline dependencies.
   *
+   * @param logger Sink for pipeline diagnostics.
   * @param context_service Provides regional context for locations.
   * @param generator Implementation (Llama or Mock) for brewery/user
   * generation.
@@ -49,7 +49,7 @@ class BiergartenPipelineOrchestrator {
   * Performs the following steps:
   * 1. Load curated locations from JSON
   * 2. Resolve context for each city using the injected context service
-   * 3. Generate brewery data for sampled cities
+   * 3. Generate brewery and user data for sampled cities
   *
   * @note STRUCTURAL CONCURRENCY REQUIREMENT:
   * When transitioned to a multithreaded design, this method MUST
@@ -63,25 +63,27 @@ class BiergartenPipelineOrchestrator {
  bool Run();

 private:
-  /// @brief Logger instance for emitting pipeline messages.
  std::shared_ptr<ILogger> logger_;
-
-  /// @brief Owning context provider dependency.
  std::unique_ptr<IEnrichmentService> context_service_;

-  /// @brief Generator dependency selected in the composition root.
+  /**
+   * @brief Generator implementation selected at the composition root (Llama
+   * or Mock).
+   */
  std::unique_ptr<DataGenerator> generator_;

-  /// @brief Storage backend for generated brewery records.
+  /**
+   * @brief Storage backend for generated brewery and user records.
+   */
  std::unique_ptr<IExportService> exporter_;

-  /// @brief CLI configuration: paths, model settings, generation parameters.
  ApplicationOptions application_options_;

  /**
   * @brief Load locations from JSON and sample cities.
   *
-   * @return Vector of sampled locations capped at 50 entries.
+   * @return Vector of locations randomly sampled per
+   * PipelineOptions::location_count.
   */
  std::vector<Location> QueryCitiesWithCountries();

@@ -105,14 +107,11 @@ class BiergartenPipelineOrchestrator {
  void GenerateUsers(std::span<const EnrichedCity> cities);

  /**
-   * @brief Log the generated brewery results.
+   * @brief Log the generated brewery and user results.
   */
  void LogResults() const;

-  /// @brief Stores generated brewery data.
  std::vector<BreweryRecord> generated_breweries_;
-
-  /// @brief Stores generated user data.
  std::vector<UserRecord> generated_users_;
 };
 #endif  // BIERGARTEN_PIPELINE_INCLUDES_BIERGARTEN_DATA_GENERATOR_H_
--- a/tooling/pipeline/includes/data_generation/json_grammars.h
+++ b/tooling/pipeline/includes/data_generation/json_grammars.h
@@ -0,0 +1,52 @@
+#ifndef BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_JSON_GRAMMARS_H_
+#define BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_JSON_GRAMMARS_H_
+
+/**
+ * @file data_generation/json_grammars.h
+ * @brief GBNF grammars constraining structured JSON output from
+ * LlamaGenerator inference calls.
+ */
+
+#include <string_view>
+
+// GBNF grammar for structured user JSON output.
+// thought-block permits the model to emit free-form reasoning before the
+// JSON object (the prompts explicitly invite this); only the "{...}" tail is
+// constrained to the expected shape.
+inline constexpr std::string_view kUserJsonGrammar = R"json_user(
+root ::= thought-block (
+    "{" ws
+    "\"username\"" ws ":" ws string ws "," ws
+    "\"bio\"" ws ":" ws string ws "," ws
+    "\"activity_weight\"" ws ":" ws number ws
+  "}" ws
+)
+thought-block ::= [^{]*
+ws            ::= [ \t\n\r]*
+string        ::= "\"" char+ "\""
+char          ::= [^"\\\x7F\x00-\x1F] | [\\] escape
+escape        ::= ["\\/bfnrt] | "u" hex hex hex hex
+hex           ::= [0-9a-fA-F]
+number        ::= "-"? ("0" | [1-9] [0-9]*) ("." [0-9]+)?
+)json_user";
+
+// GBNF grammar for structured brewery JSON output (see thought-block note
+// above).
+inline constexpr std::string_view kBreweryJsonGrammar = R"json_brewery(
+root ::= thought-block (
+    "{" ws
+    "\"name_en\"" ws ":" ws string ws "," ws
+    "\"description_en\"" ws ":" ws string ws "," ws
+    "\"name_local\"" ws ":" ws string ws "," ws
+    "\"description_local\"" ws ":" ws string ws
+  "}" ws
+)
+thought-block ::= [^{]*
+ws            ::= [ \t\n\r]*
+string        ::= "\"" char+ "\""
+char          ::= [^"\\\x7F\x00-\x1F] | [\\] escape
+escape        ::= ["\\/bfnrt] | "u" hex hex hex hex
+hex           ::= [0-9a-fA-F]
+)json_brewery";
+
+#endif  // BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_JSON_GRAMMARS_H_
--- a/tooling/pipeline/includes/data_generation/llama_generator.h
+++ b/tooling/pipeline/includes/data_generation/llama_generator.h
@@ -44,14 +44,9 @@ class LlamaGenerator final : public DataGenerator {

  ~LlamaGenerator() override;

-  // disable copy constructor
  LlamaGenerator(const LlamaGenerator&) = delete;
-
-  // disable copy assignment operator
  LlamaGenerator& operator=(const LlamaGenerator&) = delete;
-  // disable move constructor
  LlamaGenerator(LlamaGenerator&&) = delete;
-  // disable move assignment operator
  LlamaGenerator& operator=(LlamaGenerator&&) = delete;

  /**
--- a/tooling/pipeline/includes/data_model/generated_models.h
+++ b/tooling/pipeline/includes/data_model/generated_models.h
@@ -19,16 +19,24 @@
 * @brief Generated brewery payload.
 */
 struct BreweryResult {
-  /// @brief Brewery display name in English.
+  /**
+   * @brief Brewery display name in English.
+   */
  std::string name_en;

-  /// @brief Brewery description text in English.
+  /**
+   * @brief Brewery description text in English.
+   */
  std::string description_en;

-  /// @brief Brewery display name in the local language.
+  /**
+   * @brief Brewery display name in the local language.
+   */
  std::string name_local;

-  /// @brief Brewery description text in the local language.
+  /**
+   * @brief Brewery description text in the local language.
+   */
  std::string description_local;
 };

@@ -36,26 +44,38 @@ struct BreweryResult {
 * @brief Generated user profile payload.
 */
 struct UserResult {
-  /// @brief First (given) name, copied from the sampled Name -- not
-  /// LLM-invented.
+  /**
+   * @brief First (given) name, copied from the sampled Name -- not
+   * LLM-invented.
+   */
  std::string first_name{};

-  /// @brief Last (family) name, copied from the sampled Name -- not
-  /// LLM-invented.
+  /**
+   * @brief Last (family) name, copied from the sampled Name -- not
+   * LLM-invented.
+   */
  std::string last_name{};

-  /// @brief Gender associated with the sampled first name, copied from the
-  /// sampled Name -- not LLM-invented.
+  /**
+   * @brief Gender associated with the sampled first name, copied from the
+   * sampled Name -- not LLM-invented.
+   */
  std::string gender{};

-  /// @brief Username handle.
+  /**
+   * @brief Username handle.
+   */
  std::string username{};

-  /// @brief Short user biography.
+  /**
+   * @brief Short user biography.
+   */
  std::string bio{};

-  /// @brief Relative check-in/activity weight for this user, used to drive
-  /// a J-curve activity profile in later pipeline phases.
+  /**
+   * @brief Relative check-in/activity weight for this user, used to drive
+   * a J-curve activity profile in later pipeline phases.
+   */
  float activity_weight{};
 };

@@ -82,8 +102,8 @@ struct BreweryRecord {
 /**
 * @brief Helper struct to store generated user data.
 *
- * `email`, `date_of_birth`, and `password` are programmatically generated by
- * the orchestrator (never LLM-authored) so a downstream auth-account seeding
+ * `email` and `date_of_birth` are programmatically generated by the
+ * orchestrator (never LLM-authored) so a downstream auth-account seeding
 * consumer can register real accounts from the pipeline's SQLite export.
 */
 struct UserRecord {
@@ -91,7 +111,6 @@ struct UserRecord {
  UserResult user;
  std::string email{};
  std::string date_of_birth{};
-  std::string password{};
 };

 #endif  // BIERGARTEN_PIPELINE_INCLUDES_DATA_MODEL_GENERATED_MODELS_H_
--- a/tooling/pipeline/includes/data_model/models.h
+++ b/tooling/pipeline/includes/data_model/models.h
@@ -28,28 +28,34 @@ namespace prog_opts = boost::program_options;
 * @brief Canonical location record for city-level generation.
 */
 struct Location {
-  /// @brief City name.
  std::string city{};
-
-  /// @brief State or province name.
  std::string state_province{};

-  /// @brief ISO 3166-2 subdivision code.
+  /**
+   * @brief ISO 3166-2 subdivision code.
+   */
  std::string iso3166_2{};

-  /// @brief Country name.
  std::string country{};

-  /// @brief ISO 3166-1 country code.
+  /**
+   * @brief ISO 3166-1 country code.
+   */
  std::string iso3166_1{};

-  /// @brief Local language codes in priority order.
+  /**
+   * @brief Local language codes in priority order.
+   */
  std::vector<std::string> local_languages{};

-  /// @brief Latitude in decimal degrees.
+  /**
+   * @brief Latitude in decimal degrees.
+   */
  double latitude{};

-  /// @brief Longitude in decimal degrees.
+  /**
+   * @brief Longitude in decimal degrees.
+   */
  double longitude{};
 };

@@ -63,14 +69,13 @@ struct Location {
 * Produced by NamesByCountry::SampleName();
 */
 struct Name {
-  /// @brief First (given) name.
  std::string first_name{};
-
-  /// @brief Last (family) name.
  std::string last_name{};

-  /// @brief Gender associated with the sampled forename (e.g. "M", "F"), as
-  /// reported by the source dataset.
+  /**
+   * @brief Gender associated with the sampled forename (e.g. "M", "F"), as
+   * reported by the source dataset.
+   */
  std::string gender{};
 };

@@ -78,11 +83,15 @@ struct Name {
 * @brief A single forename entry from the names-by-country fixture data.
 */
 struct ForenameEntry {
-  /// @brief Romanized forename.
+  /**
+   * @brief Romanized forename.
+   */
  std::string name{};

-  /// @brief Gender associated with this forename, as reported by the source
-  /// dataset (e.g. "M", "F").
+  /**
+   * @brief Gender associated with this forename, as reported by the source
+   * dataset (e.g. "M", "F").
+   */
  std::string gender{};
 };

@@ -90,13 +99,19 @@ struct ForenameEntry {
 * @brief A persona archetype used to ground LLM-generated user bios.
 */
 struct UserPersona {
-  /// @brief Persona display name (e.g. "Hophead Explorer").
+  /**
+   * @brief Persona display name (e.g. "Hophead Explorer").
+   */
  std::string name{};

-  /// @brief Short description of the persona's interests and voice.
+  /**
+   * @brief Short description of the persona's interests and voice.
+   */
  std::string description{};

-  /// @brief Beer styles this persona gravitates toward.
+  /**
+   * @brief Beer styles this persona gravitates toward.
+   */
  std::vector<std::string> style_affinities{};
 };

@@ -108,22 +123,34 @@ struct UserPersona {
 * @brief LLM sampling parameters.
 */
 struct SamplingOptions {
-  /// @brief LLM sampling temperature (higher = more random).
+  /**
+   * @brief LLM sampling temperature (higher = more random).
+   */
  float temperature = 1.0F;

-  /// @brief LLM nucleus sampling top-p parameter.
+  /**
+   * @brief LLM nucleus sampling top-p parameter.
+   */
  float top_p = 0.95F;

-  /// @brief LLM top-k sampling parameter.
+  /**
+   * @brief LLM top-k sampling parameter.
+   */
  uint32_t top_k = 64;

-  /// @brief Context window size (tokens).
+  /**
+   * @brief Context window size (tokens).
+   */
  uint32_t n_ctx = 8192;

-  /// @brief Random seed (-1 for random, otherwise non-negative).
+  /**
+   * @brief Random seed (-1 for random, otherwise non-negative).
+   */
  int seed = -1;

-  /// @brief Number of layers to offload to GPU.
+  /**
+   * @brief Number of layers to offload to GPU.
+   */
  int n_gpu_layers = 0;
 };

@@ -131,14 +158,20 @@ struct SamplingOptions {
 * @brief Configuration for the LLM generator component.
 */
 struct GeneratorOptions {
-  /// @brief Path to the LLM model file (gguf format).
+  /**
+   * @brief Path to the LLM model file (gguf format).
+   */
  std::filesystem::path model_path;

-  /// @brief Use mocked generator instead of actual LLM inference.
+  /**
+   * @brief Use mocked generator instead of actual LLM inference.
+   */
  bool use_mocked = false;

-  /// @brief Specific sampling parameters for this generator.
-  /// If nullopt, the application should use global defaults.
+  /**
+   * @brief Specific sampling parameters for this generator.
+   * If nullopt, the application should use global defaults.
+   */
  std::optional<SamplingOptions> sampling;
 };

@@ -146,18 +179,23 @@ struct GeneratorOptions {
 * @brief Configuration for the pipeline execution and output.
 */
 struct PipelineOptions {
-  /// @brief Directory for generated artifacts.
+  /**
+   * @brief Directory for generated artifacts.
+   */
  std::filesystem::path output_path;

-  /// @brief Directory that contains named prompt files (e.g.
-  /// BREWERY_GENERATION.md).
+  /**
+   * @brief Directory that contains named prompt files (e.g.
+   * BREWERY_GENERATION.md).
+   */
  std::filesystem::path prompt_dir;

-  /// @brief Path for application logs.
  std::filesystem::path log_path;

-  /// @brief Number of locations to sample from the dataset
-  /// More locations -> more users/more breweries
+  /**
+   * @brief Number of locations to sample from the dataset
+   * More locations -> more users/more breweries
+   */
  uint32_t location_count;
 };

--- a/tooling/pipeline/includes/json_handling/json_loader.h
+++ b/tooling/pipeline/includes/json_handling/json_loader.h
@@ -14,18 +14,22 @@
 #include "data_model/names_by_country.h"
 #include "services/logging/logger.h"

-/// @brief Loads curated world locations from a JSON file into memory.
+/**
+ * @brief Loads curated world locations from a JSON file into memory.
+ */
 class JsonLoader {
 public:
-  /// @brief Parses a JSON array file and returns all location records.
+  /**
+   * @brief Parses a JSON array file and returns all location records.
+   */
  static std::vector<Location> LoadLocations(
-      const std::filesystem::path& filepath,
-      std::shared_ptr<ILogger> logger = nullptr);
+      const std::filesystem::path& filepath);

-  /// @brief Parses a JSON array file and returns all persona records.
+  /**
+   * @brief Parses a JSON array file and returns all persona records.
+   */
  static std::vector<UserPersona> LoadPersonas(
-      const std::filesystem::path& filepath,
-      std::shared_ptr<ILogger> logger = nullptr);
+      const std::filesystem::path& filepath);

  /**
   * @brief Parses the names-by-country fixture pair into a sampling-capable
@@ -36,8 +40,7 @@ class JsonLoader {
   */
  static NamesByCountry LoadNamesByCountry(
      const std::filesystem::path& forenames_filepath,
-      const std::filesystem::path& surnames_filepath,
-      std::shared_ptr<ILogger> logger = nullptr);
+      const std::filesystem::path& surnames_filepath);
 };

 #endif  // BIERGARTEN_PIPELINE_INCLUDES_JSON_HANDLING_JSON_LOADER_H_
--- a/tooling/pipeline/includes/llama_backend_state.h
+++ b/tooling/pipeline/includes/llama_backend_state.h
@@ -16,16 +16,10 @@
 */
 class LlamaBackendState {
 public:
-  /// @brief Initializes global llama backend state.
  LlamaBackendState() { llama_backend_init(); }
-
-  /// @brief Cleans up global llama backend state.
  ~LlamaBackendState() { llama_backend_free(); }

-  /// @brief Non-copyable type.
  LlamaBackendState(const LlamaBackendState&) = delete;
-
-  /// @brief Non-copyable type.
  LlamaBackendState& operator=(const LlamaBackendState&) = delete;
 };

--- a/tooling/pipeline/includes/services/database/export_service.h
+++ b/tooling/pipeline/includes/services/database/export_service.h
@@ -16,8 +16,6 @@
 class IExportService {
 public:
  IExportService() = default;
-
-  /// @brief Virtual destructor for polymorphic cleanup.
  virtual ~IExportService() = default;

  IExportService(const IExportService&) = delete;
@@ -25,7 +23,9 @@ class IExportService {
  IExportService(IExportService&&) = delete;
  IExportService& operator=(IExportService&&) = delete;

-  /// @brief Prepares the export destination for a new run.
+  /**
+   * @brief Prepares the export destination for a new run.
+   */
  virtual void Initialize() = 0;

  /**
@@ -42,7 +42,9 @@ class IExportService {
   */
  virtual uint64_t ProcessRecord(const UserRecord& user) = 0;

-  /// @brief Finalizes the export destination.
+  /**
+   * @brief Finalizes the export destination.
+   */
  virtual void Finalize() = 0;
 };

--- a/tooling/pipeline/includes/services/database/sqlite_statement_helpers.h
+++ b/tooling/pipeline/includes/services/database/sqlite_statement_helpers.h
@@ -63,7 +63,6 @@ CREATE TABLE IF NOT EXISTS users (
  activity_weight REAL NOT NULL,
  email TEXT NOT NULL UNIQUE,
  date_of_birth TEXT NOT NULL,
-  password TEXT NOT NULL,
  FOREIGN KEY(location_id) REFERENCES locations(id) ON DELETE CASCADE
 );

@@ -104,11 +103,12 @@ INSERT INTO users (
  bio,
  activity_weight,
  email,
-  date_of_birth,
-  password
-) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);
+  date_of_birth
+) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?);
 )sql";

+// sqlite3_bind_*() parameter indices are 1-based, matching the "?"
+// placeholder order in the SQL above.
 inline constexpr int kLocationCityBindIndex = 1;
 inline constexpr int kLocationStateProvinceBindIndex = 2;
 inline constexpr int kLocationIso31662BindIndex = 3;
@@ -133,7 +133,6 @@ inline constexpr int kUserBioBindIndex = 6;
 inline constexpr int kUserActivityWeightBindIndex = 7;
 inline constexpr int kUserEmailBindIndex = 8;
 inline constexpr int kUserDateOfBirthBindIndex = 9;
-inline constexpr int kUserPasswordBindIndex = 10;

 SqliteStatementHandle PrepareStatement(const SqliteDatabaseHandle& db_handle,
                                       std::string_view sql,
--- a/tooling/pipeline/includes/services/datetime/date_time_provider.h
+++ b/tooling/pipeline/includes/services/datetime/date_time_provider.h
@@ -18,7 +18,6 @@
 */
 class IDateTimeProvider {
 public:
-  /// @brief Virtual destructor for polymorphic cleanup.
  virtual ~IDateTimeProvider() = default;

  IDateTimeProvider() = default;
--- a/tooling/pipeline/includes/services/enrichment/enrichment_service.h
+++ b/tooling/pipeline/includes/services/enrichment/enrichment_service.h
@@ -15,7 +15,6 @@
 */
 class IEnrichmentService {
 public:
-  /// @brief Virtual destructor for polymorphic cleanup.
  virtual ~IEnrichmentService() = default;

  /**
--- a/tooling/pipeline/includes/services/enrichment/mock_enrichment.h
+++ b/tooling/pipeline/includes/services/enrichment/mock_enrichment.h
@@ -1,13 +1,18 @@
-//
-// Created by aaronpo on 13/05/2026.
-//
-
 #ifndef BIERGARTEN_PIPELINE_INCLUDES_SERVICES_ENRICHMENT_MOCK_ENRICHMENT_H_
 #define BIERGARTEN_PIPELINE_INCLUDES_SERVICES_ENRICHMENT_MOCK_ENRICHMENT_H_
+
+/**
+ * @file services/enrichment/mock_enrichment.h
+ * @brief No-op IEnrichmentService used when network enrichment is disabled.
+ */
+
 #include <string>

 #include "enrichment_service.h"

+/**
+ * @brief Enrichment service that returns no context for any location.
+ */
 class MockEnrichmentService final : public IEnrichmentService {
 public:
  std::string GetLocationContext(const Location& /*loc*/) override {
--- a/tooling/pipeline/includes/services/enrichment/wikipedia_service.h
+++ b/tooling/pipeline/includes/services/enrichment/wikipedia_service.h
@@ -15,21 +15,33 @@
 #include "services/logging/logger.h"
 #include "web_client/web_client.h"

-/// @brief Provides Wikipedia summary lookups backed by cached raw extracts.
+/**
+ * @brief Provides Wikipedia summary lookups backed by cached raw extracts.
+ */
 class WikipediaEnrichmentService final : public IEnrichmentService {
 public:
-  /// @brief Creates a new Wikipedia service with the provided web client.
+  /**
+   * @brief Creates a new Wikipedia service with the provided web client.
+   */
  explicit WikipediaEnrichmentService(std::unique_ptr<WebClient> client,
                                      std::shared_ptr<ILogger> logger);

-  /// @brief Returns the Wikipedia-derived context for a location.
+  /**
+   * @brief Returns the Wikipedia-derived context for a location.
+   */
  [[nodiscard]] std::string GetLocationContext(const Location& loc) override;

 private:
  std::string FetchExtract(std::string_view query);
  std::unique_ptr<WebClient> client_;
  std::shared_ptr<ILogger> logger_;
-  /// @brief Canonical cache for raw Wikipedia query extracts.
+  /**
+   * @brief Cache for raw Wikipedia query extracts, keyed by query string.
+   *
+   * GetLocationContext() always queries "brewing" and reuses "beer in
+   * {country}" for every city in that country, so caching avoids refetching
+   * the same extract across locations in a run.
+   */
  std::unordered_map<std::string, std::string> extract_cache_;
 };

--- a/tooling/pipeline/includes/services/logging/log_entry.h
+++ b/tooling/pipeline/includes/services/logging/log_entry.h
@@ -20,10 +20,22 @@
 * @brief Severity levels supported by the logging infra.
 */
 enum class LogLevel {
-  Debug,  ///< Development/debugging information.
-  Info,   ///< General informational messages.
-  Warn,   ///< Warning conditions.
-  Error,  ///< Error conditions.
+  /**
+   * @brief Development/debugging information.
+   */
+  Debug,
+  /**
+   * @brief General informational messages.
+   */
+  Info,
+  /**
+   * @brief Warning conditions.
+   */
+  Warn,
+  /**
+   * @brief Error conditions.
+   */
+  Error,
 };

 /**
@@ -34,14 +46,38 @@ enum class LogLevel {
 * pipeline that emitted it.
 */
 enum class PipelinePhase {
-  Startup,         ///< Initialization and validation.
-  Enrichment,      ///< Location/context enrichment (e.g. Wikipedia lookups).
-  UserGeneration,  ///< User profile generation.
-  BreweryAndBeerGeneration,  ///< Brewery and beer data generation.
-  CheckinGeneration,         ///< Checkin (visit) record generation.
-  RatingGeneration,          ///< Rating and review generation.
-  FollowGeneration,          ///< Follow relationship generation.
-  Teardown,                  ///< Finalization and cleanup.
+  /**
+   * @brief Initialization and validation.
+   */
+  Startup,
+  /**
+   * @brief Location/context enrichment (e.g. Wikipedia lookups).
+   */
+  Enrichment,
+  /**
+   * @brief User profile generation.
+   */
+  UserGeneration,
+  /**
+   * @brief Brewery and beer data generation.
+   */
+  BreweryAndBeerGeneration,
+  /**
+   * @brief Checkin (visit) record generation.
+   */
+  CheckinGeneration,
+  /**
+   * @brief Rating and review generation.
+   */
+  RatingGeneration,
+  /**
+   * @brief Follow relationship generation.
+   */
+  FollowGeneration,
+  /**
+   * @brief Finalization and cleanup.
+   */
+  Teardown,
 };

 /**
@@ -66,22 +102,34 @@ struct LogDTO {
 * before the entry is dispatched.
 */
 struct LogEntry {
-  /// @brief Timestamp when the entry was created.
+  /**
+   * @brief Timestamp when the entry was created.
+   */
  std::chrono::system_clock::time_point timestamp{};

-  /// @brief Source location where the log call was made.
+  /**
+   * @brief Source location where the log call was made.
+   */
  std::source_location origin{};

-  /// @brief Thread responsible for emitting the log.
+  /**
+   * @brief Thread responsible for emitting the log.
+   */
  std::thread::id thread_id{};

-  /// @brief Severity level of this entry.
+  /**
+   * @brief Severity level of this entry.
+   */
  LogLevel level;

-  /// @brief Pipeline phase associated with the entry.
+  /**
+   * @brief Pipeline phase associated with the entry.
+   */
  PipelinePhase phase;

-  /// @brief Log message text.
+  /**
+   * @brief Log message text.
+   */
  std::string message;
 };

--- a/tooling/pipeline/includes/web_client/web_client.h
+++ b/tooling/pipeline/includes/web_client/web_client.h
@@ -13,7 +13,6 @@
 */
 class WebClient {
 public:
-  /// @brief Virtual destructor for polymorphic cleanup.
  virtual ~WebClient() = default;

  /**
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/biergarten_pipeline_orchestrator.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/biergarten_pipeline_orchestrator.cc
@@ -1,6 +1,6 @@
 /**
 * @file biergarten_pipeline_orchestrator/biergarten_pipeline_orchestrator.cc
- * @brief BiergartenDataGenerator constructor implementation.
+ * @brief BiergartenPipelineOrchestrator constructor implementation.
 */

 #include "biergarten_pipeline_orchestrator.h"
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_breweries.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_breweries.cc
@@ -1,6 +1,6 @@
 /**
 * @file biergarten_pipeline_orchestrator/generate_breweries.cc
- * @brief BiergartenDataGenerator::GenerateBreweries() implementation.
+ * @brief BiergartenPipelineOrchestrator::GenerateBreweries() implementation.
 */

 #include <chrono>
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc
@@ -1,6 +1,6 @@
 /**
 * @file biergarten_pipeline_orchestrator/generate_users.cc
- * @brief BiergartenDataGenerator::GenerateUsers() implementation.
+ * @brief BiergartenPipelineOrchestrator::GenerateUsers() implementation.
 */

 #include <cctype>
@@ -71,22 +71,6 @@ std::string GenerateDateOfBirth(std::mt19937& rng) {
                     static_cast<unsigned>(birth_ymd.day()));
 }

-std::string GenerateRandomPassword(std::mt19937& rng) {
-  constexpr size_t k_password_length = 32;
-  constexpr std::string_view k_charset =
-      "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789!@#$%^&"
-      "*";
-
-  std::uniform_int_distribution<size_t> char_dist(0, k_charset.size() - 1);
-
-  std::string password;
-  password.reserve(k_password_length);
-  for (size_t i = 0; i < k_password_length; ++i) {
-    password.push_back(k_charset[char_dist(rng)]);
-  }
-  return password;
-}
-
 }  // namespace

 void BiergartenPipelineOrchestrator::GenerateUsers(
@@ -96,7 +80,7 @@ void BiergartenPipelineOrchestrator::GenerateUsers(
                .message = "=== SAMPLE USER GENERATION ==="});

  const std::vector<UserPersona> personas =
-      JsonLoader::LoadPersonas("personas.json", logger_);
+      JsonLoader::LoadPersonas("personas.json");

  if (personas.empty()) {
    throw std::runtime_error(
@@ -104,21 +88,22 @@ void BiergartenPipelineOrchestrator::GenerateUsers(
  }

  const NamesByCountry names_by_country = JsonLoader::LoadNamesByCountry(
-      "forenames-by-country.json", "surnames-by-country.json", logger_);
+      "forenames-by-country.json", "surnames-by-country.json");

  std::mt19937 rng(std::random_device{}());
  std::uniform_int_distribution<size_t> persona_dist(0, personas.size() - 1);

  generated_users_.clear();
-  std::unordered_set<std::string> used_email_local_parts;
  size_t skipped_count = 0;
  size_t export_failed_count = 0;

  const auto generate_record =
-      [this, &rng, &used_email_local_parts, &skipped_count](
+      [this, &rng, &skipped_count](
          const EnrichedCity& city, const UserPersona& persona,
          const Name& sampled_name) -> std::optional<UserRecord> {
    try {
+      std::unordered_set<std::string> used_email_local_parts;
+
      const UserResult user =
          generator_->GenerateUser(city, persona, sampled_name);

@@ -127,7 +112,6 @@ void BiergartenPipelineOrchestrator::GenerateUsers(
          .user = user,
          .email = BuildEmail(sampled_name, used_email_local_parts),
          .date_of_birth = GenerateDateOfBirth(rng),
-          .password = GenerateRandomPassword(rng),
      };
    } catch (const std::exception& e) {
      ++skipped_count;
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc
@@ -1,6 +1,6 @@
 /**
 * @file biergarten_pipeline_orchestrator/log_results.cc
- * @brief BiergartenDataGenerator::LogResults() implementation.
+ * @brief BiergartenPipelineOrchestrator::LogResults() implementation.
 */

 #include <boost/json/array.hpp>
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/query_cities_with_countries.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/query_cities_with_countries.cc
@@ -1,6 +1,7 @@
 /**
 * @file biergarten_pipeline_orchestrator/query_cities_with_countries.cc
- * @brief BiergartenDataGenerator::QueryCitiesWithCountries() implementation.
+ * @brief BiergartenPipelineOrchestrator::QueryCitiesWithCountries()
+ * implementation.
 */

 #include <algorithm>
@@ -22,7 +23,7 @@ BiergartenPipelineOrchestrator::QueryCitiesWithCountries() {

  const std::filesystem::path locations_path = "locations.json";

-  auto all_locations = JsonLoader::LoadLocations(locations_path, logger_);
+  auto all_locations = JsonLoader::LoadLocations(locations_path);

  const size_t sample_count = std::min(
      static_cast<size_t>(application_options_.pipeline.location_count),
--- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc
+++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc
@@ -1,6 +1,6 @@
 /**
 * @file biergarten_pipeline_orchestrator/run.cc
- * @brief BiergartenDataGenerator::Run() implementation.
+ * @brief BiergartenPipelineOrchestrator::Run() implementation.
 */

 #include <chrono>
--- a/tooling/pipeline/src/data_generation/llama/generate_brewery.cc
+++ b/tooling/pipeline/src/data_generation/llama/generate_brewery.cc
@@ -12,6 +12,7 @@
 #include <string_view>
 #include <vector>

+#include "data_generation/json_grammars.h"
 #include "data_generation/llama_generator.h"
 #include "data_generation/llama_generator_helpers.h"

@@ -32,19 +33,6 @@ static std::string FormatLocalLanguageCodes(
  return formatted;
 }

-// GBNF grammar for structured brewery JSON output.
-// @TODO move to a separate gbnf file if it grows in complexity or is shared
-// across modules.
-static constexpr std::string_view kBreweryJsonGrammar = R"json_brewery(
-root ::= thought-block "{" ws "\"name_en\"" ws ":" ws string ws "," ws "\"description_en\"" ws ":" ws string ws "," ws "\"name_local\"" ws ":" ws string ws "," ws "\"description_local\"" ws ":" ws string ws "}" ws
-thought-block ::= [^{]*
-ws ::= [ \t\n\r]*
-string ::= "\"" char+ "\""
-char ::= [^"\\\x7F\x00-\x1F] | [\\] escape
-escape ::= ["\\/bfnrt] | "u" hex hex hex hex
-hex ::= [0-9a-fA-F]
-)json_brewery";
-
 static constexpr int kBreweryInitialMaxTokens = 2800;

 BreweryResult LlamaGenerator::GenerateBrewery(
--- a/tooling/pipeline/src/data_generation/llama/generate_user.cc
+++ b/tooling/pipeline/src/data_generation/llama/generate_user.cc
@@ -10,21 +10,10 @@
 #include <string>
 #include <string_view>

+#include "data_generation/json_grammars.h"
 #include "data_generation/llama_generator.h"
 #include "data_generation/llama_generator_helpers.h"

-// GBNF grammar for structured user JSON output.
-static constexpr std::string_view kUserJsonGrammar = R"json_user(
-root ::= thought-block "{" ws "\"username\"" ws ":" ws string ws "," ws "\"bio\"" ws ":" ws string ws "," ws "\"activity_weight\"" ws ":" ws number ws "}" ws
-thought-block ::= [^{]*
-ws ::= [ \t\n\r]*
-string ::= "\"" char+ "\""
-char ::= [^"\\\x7F\x00-\x1F] | [\\] escape
-escape ::= ["\\/bfnrt] | "u" hex hex hex hex
-hex ::= [0-9a-fA-F]
-number ::= "-"? ("0" | [1-9] [0-9]*) ("." [0-9]+)?
-)json_user";
-
 static constexpr int kUserInitialMaxTokens = 1200;

 UserResult LlamaGenerator::GenerateUser(const EnrichedCity& city,
--- a/tooling/pipeline/src/json_handling/json_loader.cc
+++ b/tooling/pipeline/src/json_handling/json_loader.cc
@@ -83,9 +83,11 @@ boost::json::value ParseJsonFile(const std::filesystem::path& filepath,
  return root;
 }

-/// @brief Returns the first element of a string array field, falling back to
-/// `fallback_key` if `key` is missing/empty (some source entries only have a
-/// "localized" form and no "romanized" form).
+/**
+ * @brief Returns the first element of a string array field, falling back to
+ * `fallback_key` if `key` is missing/empty (some source entries only have a
+ * "localized" form and no "romanized" form).
+ */
 std::string ReadFirstOfStringArray(const boost::json::object& object,
                                   const char* key, const char* fallback_key) {
  for (const char* candidate_key : {key, fallback_key}) {
@@ -105,7 +107,7 @@ std::string ReadFirstOfStringArray(const boost::json::object& object,
 }  // namespace

 std::vector<Location> JsonLoader::LoadLocations(
-    const std::filesystem::path& filepath, std::shared_ptr<ILogger> logger) {
+    const std::filesystem::path& filepath) {
  const boost::json::value root = ParseJsonFile(filepath, "locations");

  if (!root.is_array()) {
@@ -140,7 +142,7 @@ std::vector<Location> JsonLoader::LoadLocations(
 }

 std::vector<UserPersona> JsonLoader::LoadPersonas(
-    const std::filesystem::path& filepath, std::shared_ptr<ILogger> logger) {
+    const std::filesystem::path& filepath) {
  const boost::json::value root = ParseJsonFile(filepath, "personas");

  if (!root.is_array()) {
@@ -171,8 +173,7 @@ std::vector<UserPersona> JsonLoader::LoadPersonas(

 NamesByCountry JsonLoader::LoadNamesByCountry(
    const std::filesystem::path& forenames_filepath,
-    const std::filesystem::path& surnames_filepath,
-    std::shared_ptr<ILogger> logger) {
+    const std::filesystem::path& surnames_filepath) {
  const boost::json::value forenames_root =
      ParseJsonFile(forenames_filepath, "forenames-by-country");
  const boost::json::value surnames_root =
--- a/tooling/pipeline/src/services/enrichment/wikipedia/fetch_extract.cc
+++ b/tooling/pipeline/src/services/enrichment/wikipedia/fetch_extract.cc
@@ -1,5 +1,6 @@
 /**
 * @file wikipedia/fetch_extract.cc
+ * @brief WikipediaEnrichmentService::FetchExtract() implementation.
 */

 #include <boost/json.hpp>
--- a/tooling/pipeline/src/services/enrichment/wikipedia/get_summary.cc
+++ b/tooling/pipeline/src/services/enrichment/wikipedia/get_summary.cc
@@ -1,6 +1,6 @@
 /**
 * @file wikipedia/get_summary.cc
- * @brief WikipediaService::GetLocationContext() implementation.
+ * @brief WikipediaEnrichmentService::GetLocationContext() implementation.
 */

 #include <chrono>
--- a/tooling/pipeline/src/services/enrichment/wikipedia/wikipedia_service.cc
+++ b/tooling/pipeline/src/services/enrichment/wikipedia/wikipedia_service.cc
@@ -1,6 +1,6 @@
 /**
 * @file services/wikipedia/wikipedia_service.cc
- * @brief WikipediaService constructor implementation.
+ * @brief WikipediaEnrichmentService constructor implementation.
 */

 #include "services/enrichment/wikipedia_service.h"
--- a/tooling/pipeline/src/services/sqlite/process_user_record.cc
+++ b/tooling/pipeline/src/services/sqlite/process_user_record.cc
@@ -69,12 +69,6 @@ uint64_t SqliteExportService::ProcessRecord(const UserRecord& user) {
          .index = sqlite_export_service_internal::kUserDateOfBirthBindIndex,
          .value = user.date_of_birth,
          .action = "Failed to bind SQLite user date of birth"});
-  sqlite_export_service_internal::Bind(
-      insert_user_stmt_,
-      sqlite_export_service_internal::BindParam<std::string_view>{
-          .index = sqlite_export_service_internal::kUserPasswordBindIndex,
-          .value = user.password,
-          .action = "Failed to bind SQLite user password"});

  sqlite_export_service_internal::StepStatement(
      db_handle_, insert_user_stmt_, "Failed to insert SQLite user row");
Author	SHA1	Message	Date
Aaron Po	3da0da6217	Do full Gemma-4 run of pipeline, transfer sqllite file to public dir of preview	2026-06-23 03:16:34 -04:00
Aaron Po	6883b05824	remove password field	2026-06-23 01:39:57 -04:00
Aaron Po	b631c0f5db	add results viewer	2026-06-23 01:27:37 -04:00
Aaron Po	9a9ffd59e6	Formatted src/biergarten_pipeline_orchestrator	2026-06-23 01:04:52 -04:00
Aaron Po	35a5c0785c	documentation updates, remove superfluous comments	2026-06-23 01:04:46 -04:00
Aaron Po	e590cf2543	edit .clang-format	2026-06-23 00:50:27 -04:00
Aaron Po	3b32766a83	edits	2026-06-23 00:48:20 -04:00
Aaron Po	8d6b83673b	Update doxygen comments	2026-06-23 00:45:32 -04:00
Aaron Po	22b3f2b3f9	cleanup gbnf grammars	2026-06-23 00:38:53 -04:00
Aaron Po	ac701d661a	Remove logger from JSON export	2026-06-23 00:19:28 -04:00