2026-03-15 20:00:16 +00:00
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# TFTSR — IT Triage & Root-Cause Analysis Desktop Application
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## Implementation Plan
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### Overview
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TFTSR is a **desktop-first, offline-capable** application that helps IT teams
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perform structured incident triage using the *5-Whys* methodology, backed by
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pluggable AI providers (Ollama local, OpenAI, Anthropic, Mistral, Gemini).
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It automates PII redaction, guides engineers through root-cause analysis, and
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produces post-mortem documents (Markdown / PDF / DOCX).
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---
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## Architecture Decisions
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| Area | Choice | Rationale |
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|------|--------|-----------|
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| Desktop framework | **Tauri 2.x** | Small binary, native webview, Rust backend for security |
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| Frontend framework | **React 18** | Large ecosystem, component model fits wizard-style UX |
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| State management | **Zustand** | Minimal boilerplate, TypeScript-friendly, no context nesting |
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| Local database | **SQLCipher** (via `rusqlite` + `bundled-sqlcipher`) | Encrypted SQLite — secrets and PII at rest |
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| Secret storage | **Tauri Stronghold** | OS-keychain-grade encrypted vault for API keys |
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| AI providers | Ollama (local), OpenAI, Anthropic, Mistral, Gemini | User choice; local-first with cloud fallback |
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| Unit tests (frontend) | **Vitest** | Fast, Vite-native, first-class TS support |
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| E2E tests | **WebdriverIO + tauri-driver** | Official Tauri E2E path, cross-platform |
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| CI/CD | **Woodpecker CI** (Gogs at `172.0.0.29:3000`) | Self-hosted, Docker-native, YAML pipelines |
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| Bundling | Vite 6 | Dev server + production build, used by Tauri CLI |
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---
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## Directory Structure
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```
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tftsr/
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├── .woodpecker/
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│ ├── test.yml # lint + unit tests on push / PR
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│ └── release.yml # multi-platform build on tag
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├── cli/
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│ ├── package.json
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│ └── src/
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│ └── main.ts # minimal CLI entry point
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├── src/ # React frontend
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│ ├── assets/
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│ ├── components/
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│ │ ├── common/ # Button, Card, Modal, DropZone …
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│ │ ├── dashboard/ # IssueList, StatsCards
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│ │ ├── triage/ # WhyStep, ChatBubble, ProgressBar
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│ │ ├── rca/ # DocEditor, ExportBar
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│ │ ├── settings/ # ProviderForm, ThemeToggle
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│ │ └── pii/ # PiiHighlighter, RedactionPreview
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│ ├── hooks/ # useInvoke, useListener, useTheme …
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│ ├── lib/
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│ │ ├── tauriCommands.ts # typed invoke wrappers & TS types
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│ │ └── utils.ts # date formatting, debounce, etc.
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│ ├── pages/
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│ │ ├── DashboardPage.tsx
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│ │ ├── NewIssuePage.tsx
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│ │ ├── TriagePage.tsx
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│ │ ├── RcaPage.tsx
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│ │ ├── LogViewerPage.tsx
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│ │ └── SettingsPage.tsx
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│ ├── stores/
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│ │ ├── sessionStore.ts # current triage session state
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│ │ └── settingsStore.ts # theme, providers, preferences
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│ ├── App.tsx
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│ └── main.tsx
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├── src-tauri/
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│ ├── Cargo.toml
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│ ├── tauri.conf.json
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│ ├── capabilities/
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│ │ └── default.json
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│ ├── icons/
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│ ├── src/
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│ │ ├── main.rs # Tauri entry point
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│ │ ├── db.rs # SQLCipher connection & migrations
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│ │ ├── commands/ # IPC command modules
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│ │ │ ├── mod.rs
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│ │ │ ├── issues.rs
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│ │ │ ├── triage.rs
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│ │ │ ├── logs.rs
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│ │ │ ├── pii.rs
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│ │ │ ├── rca.rs
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│ │ │ ├── ai.rs
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│ │ │ └── settings.rs
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│ │ ├── ai/ # AI provider abstractions
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│ │ │ ├── mod.rs
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│ │ │ ├── ollama.rs
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│ │ │ ├── openai_compat.rs
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│ │ │ └── prompt_templates.rs
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│ │ ├── pii/ # PII detection engine
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│ │ │ ├── mod.rs
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│ │ │ └── patterns.rs
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│ │ └── export/ # Document export
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│ │ ├── mod.rs
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│ │ ├── markdown.rs
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│ │ ├── pdf.rs
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│ │ └── docx.rs
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│ └── migrations/
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│ └── 001_init.sql
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├── tests/
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│ ├── unit/
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│ │ ├── setup.ts
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│ │ ├── pii.test.ts
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│ │ ├── sessionStore.test.ts
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│ │ └── settingsStore.test.ts
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│ └── e2e/
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│ ├── wdio.conf.ts
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│ ├── helpers/
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│ │ └── app.ts
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│ └── specs/
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│ ├── onboarding.spec.ts
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│ ├── log-upload.spec.ts
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│ ├── triage-flow.spec.ts
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│ └── rca-export.spec.ts
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├── package.json
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├── tsconfig.json
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├── vite.config.ts
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└── PLAN.md # ← this file
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```
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---
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## Database Schema (SQLCipher)
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All tables live in a single encrypted `tftsr.db` file under the Tauri
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app-data directory.
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### 1. `issues`
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```sql
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CREATE TABLE issues (
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id TEXT PRIMARY KEY,
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title TEXT NOT NULL,
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domain TEXT NOT NULL CHECK(domain IN
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('linux','windows','network','k8s','db','virt','hw','obs')),
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status TEXT NOT NULL DEFAULT 'open'
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CHECK(status IN ('open','triaging','resolved','closed')),
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severity TEXT CHECK(severity IN ('p1','p2','p3','p4')),
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created_at INTEGER NOT NULL,
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updated_at INTEGER NOT NULL
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);
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```
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### 2. `triage_messages`
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```sql
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CREATE TABLE triage_messages (
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id TEXT PRIMARY KEY,
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issue_id TEXT NOT NULL REFERENCES issues(id),
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role TEXT NOT NULL CHECK(role IN ('user','assistant','system')),
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content TEXT NOT NULL,
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why_level INTEGER NOT NULL DEFAULT 0,
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created_at INTEGER NOT NULL
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);
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CREATE INDEX idx_triage_msg_issue ON triage_messages(issue_id);
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```
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### 3. `log_files`
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```sql
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CREATE TABLE log_files (
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id TEXT PRIMARY KEY,
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issue_id TEXT NOT NULL REFERENCES issues(id),
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filename TEXT NOT NULL,
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content TEXT NOT NULL,
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mime_type TEXT,
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size_bytes INTEGER,
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created_at INTEGER NOT NULL
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);
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```
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### 4. `pii_spans`
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```sql
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CREATE TABLE pii_spans (
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id TEXT PRIMARY KEY,
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log_file_id TEXT NOT NULL REFERENCES log_files(id),
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pii_type TEXT NOT NULL,
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start_pos INTEGER NOT NULL,
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end_pos INTEGER NOT NULL,
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original TEXT NOT NULL,
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replacement TEXT NOT NULL
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);
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```
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### 5. `rca_documents`
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```sql
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CREATE TABLE rca_documents (
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id TEXT PRIMARY KEY,
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issue_id TEXT NOT NULL REFERENCES issues(id) UNIQUE,
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content TEXT NOT NULL DEFAULT '',
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format TEXT NOT NULL DEFAULT 'markdown',
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created_at INTEGER NOT NULL,
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updated_at INTEGER NOT NULL
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);
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```
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### 6. `ai_providers`
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```sql
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CREATE TABLE ai_providers (
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id TEXT PRIMARY KEY,
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name TEXT NOT NULL UNIQUE,
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api_url TEXT NOT NULL,
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model TEXT NOT NULL,
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created_at INTEGER NOT NULL
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);
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```
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### 7. `settings`
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```sql
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CREATE TABLE settings (
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key TEXT PRIMARY KEY,
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value TEXT NOT NULL
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);
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```
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### 8. `export_history`
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```sql
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CREATE TABLE export_history (
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id TEXT PRIMARY KEY,
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issue_id TEXT NOT NULL REFERENCES issues(id),
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format TEXT NOT NULL CHECK(format IN ('md','pdf','docx')),
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file_path TEXT NOT NULL,
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created_at INTEGER NOT NULL
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);
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```
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---
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## IPC Command Interface
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All frontend ↔ backend communication goes through Tauri's `invoke()`.
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### Issue commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `create_issue` | `{ title, domain, severity }` | `Issue` |
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| `list_issues` | `{ status?, domain? }` | `Issue[]` |
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| `get_issue` | `{ id }` | `Issue` |
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| `update_issue` | `{ id, title?, status?, severity? }` | `Issue` |
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| `delete_issue` | `{ id }` | `void` |
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### Triage commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `send_triage_message` | `{ issueId, content, whyLevel }` | `TriageMessage` (assistant reply) |
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| `get_triage_history` | `{ issueId }` | `TriageMessage[]` |
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| `set_why_level` | `{ issueId, level }` | `void` |
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### Log commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `upload_log` | `{ issueId, filename, content }` | `LogFile` |
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| `list_logs` | `{ issueId }` | `LogFile[]` |
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| `delete_log` | `{ id }` | `void` |
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### PII commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `detect_pii` | `{ logFileId }` | `PiiDetectionResult` |
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| `apply_redactions` | `{ logFileId, spanIds }` | `string` (redacted text) |
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### RCA / Export commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `generate_rca` | `{ issueId }` | `RcaDocument` |
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| `update_rca` | `{ id, content }` | `RcaDocument` |
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| `export_document` | `{ issueId, format }` | `string` (file path) |
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### AI / Settings commands
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| Command | Payload | Returns |
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|---------|---------|---------|
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| `test_provider` | `{ name, apiUrl, apiKey?, model }` | `{ ok, message }` |
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| `save_provider` | `{ provider }` | `void` |
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| `get_settings` | `{}` | `Settings` |
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| `update_settings` | `{ key, value }` | `void` |
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---
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## CI/CD Approach
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### Infrastructure
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- **Git server**: Gogs at `http://172.0.0.29:3000`
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- **CI runner**: Woodpecker CI with Docker executor
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- **Artifacts**: Uploaded to Gogs releases via API
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### Pipelines
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| Pipeline | Trigger | Steps |
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|----------|---------|-------|
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| `.woodpecker/test.yml` | push, PR | `rustfmt` check → Clippy → Rust tests → TS typecheck → Vitest → coverage (main only) |
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| `.woodpecker/release.yml` | `v*` tag | Build linux-amd64 → Build linux-arm64 → Upload to Gogs release |
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---
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## Security Implementation
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1. **Database encryption** — SQLCipher with a key derived from Tauri Stronghold.
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2. **API key storage** — Stronghold vault, never stored in plaintext.
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3. **PII redaction** — Regex + heuristic engine runs before any text leaves the device.
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4. **CSP** — Strict Content-Security-Policy in `tauri.conf.json`; only allowlisted AI API origins.
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5. **Least-privilege capabilities** — `capabilities/default.json` grants only required Tauri permissions.
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6. **No remote code** — All assets bundled; no CDN scripts.
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---
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## Testing Strategy
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| Layer | Tool | Location | What it covers |
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|-------|------|----------|----------------|
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| Rust unit | `cargo test` | `src-tauri/src/**` | DB operations, PII regex, AI prompt building |
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| Frontend unit | Vitest | `tests/unit/` | Stores, command wrappers, component logic |
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| E2E | WebdriverIO + tauri-driver | `tests/e2e/` | Full user flows: onboarding, triage, export |
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| Lint | `rustfmt` + Clippy + `tsc --noEmit` | CI | Code style, type safety |
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---
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## Implementation Phases
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### Phase 1 — Project Scaffold & CI ✅ COMPLETE
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- [x] Initialise repo with Tauri 2.x + React 18 + Vite
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- [x] Configure `tauri.conf.json` and capabilities
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- [x] Set up Woodpecker CI pipelines (`test.yml`, `release.yml`)
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- [x] Write Vitest setup and mock harness
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- [x] Write initial unit tests (PII, sessionStore, settingsStore) — 13/13 passing
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- [x] Write E2E scaffolding (wdio config, helpers, skeleton specs)
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- [x] Create CLI stub (`cli/`)
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- [x] Push to Gogs at http://172.0.0.29:3000/sarman/tftsr-devops_investigation
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- [x] Write README.md
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- [x] Deploy Woodpecker CI v0.15.4 (server + agent + nginx proxy)
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- [ ] **BLOCKED**: Verify CI green on push (Woodpecker hook auth issue — see below)
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### Phase 2 — Database & Migrations ✅ COMPLETE
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- [x] Integrate `rusqlite` + `bundled-sqlcipher`
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- [x] Write migrations (10 tables: issues, log_files, pii_spans, ai_conversations, ai_messages, resolution_steps, documents, audit_log, settings, integration_publishes)
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- [x] Implement migration runner in `db/migrations.rs`
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- [x] DB models with all required types
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### Phase 3 — Stronghold Integration ✅ COMPLETE (scaffold)
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- [x] `tauri-plugin-stronghold` registered in `lib.rs`
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- [x] Password derivation function configured
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- [ ] Full key lifecycle tests (deferred to Phase 3 proper)
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### Phase 4 — Issue CRUD ✅ COMPLETE
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- [x] All issue CRUD commands: create, get, list, update, delete, search
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- [x] 5-Whys tracking: add_five_why, update_five_why
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- [x] Timeline events: add_timeline_event
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- [x] Dashboard, NewIssue, History pages
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### Phase 5 — Log Ingestion & PII Detection ✅ COMPLETE
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- [x] `upload_log_file`, `detect_pii`, `apply_redactions` commands
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- [x] PII engine: 11 regex patterns (IPv4, IPv6, email, phone, SSN, CC, MAC, bearer, password, API key, URL)
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- [x] PiiDiffViewer component
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- [x] LogUpload page
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### Phase 6 — AI Provider Abstraction ✅ COMPLETE
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- [x] OpenAI-compatible, Anthropic, Gemini, Mistral, Ollama providers
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- [x] `analyze_logs`, `chat_message`, `list_providers` IPC commands
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- [x] Settings/AIProviders page
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- [x] 8 IT domain system prompts
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### Phase 7 — 5-Whys Triage Engine ✅ COMPLETE
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- [x] Triage page with ChatWindow
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- [x] TriageProgress component (5-step indicator)
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- [x] Auto-detection of why level from AI responses
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- [x] Session store with message persistence
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### Phase 8 — RCA & Post-Mortem Generation ✅ COMPLETE
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- [x] `generate_rca`, `generate_postmortem` commands
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- [x] RCA and post-mortem Markdown templates
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- [x] DocEditor component with export (MD, PDF)
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- [x] RCA and Postmortem pages
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### Phase 9 — Document Export ✅ COMPLETE (MD + PDF)
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- [x] Markdown export
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- [x] PDF export via `printpdf`
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- [ ] DOCX export (not yet implemented — docx-rs dep removed for simplicity)
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### Phase 10 — Polish & Settings ✅ COMPLETE
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- [x] Dark/light theme via Tailwind + CSS variables
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- [x] Ollama settings page with hardware detection + model management
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- [x] Security page with audit log
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- [x] Integrations page (v0.2 stubs)
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### Phase 11 — Woodpecker CI Integration ✅ COMPLETE
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- [x] Woodpecker CI v0.15.4 deployed at http://172.0.0.29:8084
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- [x] Webhook delivery: Gogs pushes trigger Woodpecker via `?access_token=<JWT>`
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- [x] Repo activated (DB direct): `repo_active=1`, `repo_trusted=1`, `repo_config_path=.woodpecker/test.yml`
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- [x] Clone override: `CI_REPO_CLONE_URL` + `network_mode: gogs_default` for step containers
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- [x] All CI steps green (build #19): fmt → clippy → rust-tests (64/64) → ts-check → vitest
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- [x] Token security: old tokens rotated, removed from git history, `.gitignore` updated
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- [x] Gogs repo set to public (for unauthenticated clone from step containers)
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### Phase 12 — Release Package 🔲 PENDING
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- [ ] Tag v0.1.0-alpha
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- [ ] Verify Woodpecker builds Linux amd64 + arm64
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- [ ] Verify artifacts upload to Gogs release
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- [ ] Smoke-test installed packages
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---
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## Known Issues & Gotchas
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### Gogs Token Authentication
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- The `sha1` in the Gogs CREATE token API response IS the actual bearer token
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- Gogs stores `sha1(token)` and `sha256(token)` in the DB — these are HASHES, not the token itself
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- Woodpecker user token stored in Woodpecker SQLite DB only (never commit token values)
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### Woodpecker CI + Gogs v0.15.4 Compatibility
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- The SPA form login uses `login=` field but Gogs backend reads `username=`
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- Workaround: nginx proxy at :8085 serves custom HTML login page
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- The webhook `?token=` URL param is NOT read by Woodpecker's `token.ParseRequest()`
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- Use `?access_token=<JWT>` instead (JWT must be HS256 signed with `repo_hash` as key)
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- Gogs 0.14 has no OAuth2 provider support — blocks upgrade to Woodpecker 2.x
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### Rust/DB Type Notes
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- IssueDetail is NESTED: `{ issue: Issue, log_files, resolution_steps, conversations }`
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- DB uses TEXT timestamps for created_at/updated_at (not INTEGER)
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- All commands use the `and_then` pattern with rusqlite to avoid lifetime issues
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