- Backend: Added confidence_high/moderate/low/total_output_rows to
JobListResponse, computed via a batch query joining output_rows
- Frontend JobCard: Shows a stacked progress bar with green/amber/red
segments and counts for High/Moderate/Low confidence tiers
- Frontend StepConfigure: Auto-selects Amazon as default client when
creating a new job (falls back to first client if Amazon not found)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The pipeline stores tm_entries_cited as a list[str] of seg_keys, but the
Pydantic response schema expected dict[str, Any], causing a validation
error when loading the output preview page.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Only value/mass/onsite/outbound were mapped, so jobs with channel=UEFA
got "Unknown channel" and fell back to no TM matches, causing all LOW
confidence scores.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The rerun endpoint returned 500 because Pydantic tried to serialize
updated_at from a stale SQLAlchemy instance after flush(). Added
db.refresh(instance) to ensure all attributes are loaded.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The compact TM format parser was storing the combined EN+TX text in both
fields, causing the LLM retrieval agent to fail at matching source lines
against TM entries — resulting in all-low confidence tiers. Added
_split_en_tx() heuristic that detects the language boundary at the first
non-ASCII sentence. Also includes raw _text in LLM prompt for context.
Fixed get_jobs_over_time GroupingError by using literal_column for
date_trunc, added date filters to status_breakdown, and fixed Decimal
serialization in locale stats.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Fix sidebar nav so Dashboard/Monitoring and Audit Trail/System Logs
highlight independently by using useSearchParams to distinguish
query-param-based routes. Fix get_jobs_over_time SQL GroupingError
by using literal_column for date_trunc interval. Add date filters to
status_breakdown query and fix Decimal serialization in locale stats.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace mock chart data on reports page with real backend queries (jobs over
time, locale stats, usage stats, quality metrics). Add audit logging to auth
(login/login_failed), file management (upload/delete TM and reference files),
and feedback submission so the system logs page shows complete activity.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
StepUpload was showing hardcoded "42 Total Lines, 8 Display Formats"
for every file upload. Now:
- Added POST /jobs/validate-source endpoint that parses xlsx in a
temp file and returns real stats (line count, display formats,
columns found, warnings) without creating any DB records
- Frontend calls validateSource() when user selects a file
- Shows spinner during validation, real results after
- Blocks "Next" if validation fails
- Removed all mock validation data
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Fix API path: frontend now calls /audit/logs (was /audit)
- Backend eagerly loads User relationship for audit entries
- Backend response includes user_name field instead of just user_id
- Frontend logs page fetches real data with pagination
- Derive INFO/WARN/ERROR levels from action type
- Format details JSON into readable descriptions
- Add loading state and empty state handling
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Feedback was saving to DB but never loaded back on page revisit.
Three-point fix:
- Backend schema: add feedback list to OutputRowResponse
- Backend service: eagerly load feedback relationship in preview query
- Frontend mapper: map latest feedback entry to OutputRow.feedback
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Wire token usage from LLM agents through pipeline context to DB and frontend
- Agents 2 and 4 accumulate input/output tokens and cost into PipelineContext
- job_tasks.py saves token totals to locale instance after pipeline completion
- Monitoring cards show total tokens and estimated cost instead of broken 0/0
- Make feedback highlighting bolder: colored card borders, stronger button states
- Add estimated cost display to dashboard job cards
- Add Help page with full documentation and link in sidebar navigation
- Comprehensive README with ASCII architecture diagrams
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace all stub agents with working Claude API-powered agents:
- Agent 2 (TM Retrieval): LLM semantic matching of source lines against TM entries
- Agent 3 (Ranker): Deterministic ranking with confidence tiers (high/moderate/low)
- Agent 4 (Transcreator): Batched creative transcreation with voice profiles, reference files, backtranslations
- Agent 5 (Compliance): Deterministic checks for character limits, blacklist terms, domain substitution
Also fixes TM file loader to handle real compact JSONL format (locale code regex-based parsing),
and adds file manifest resolution for reference files (glossary, blacklist, TOV, locale considerations).
Verified end-to-end: 53-line de-DE brief produces real German translations with TM matching,
confidence-based option counts (1/2/3), backtranslations, and compliance validation. ~$0.49 total cost.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Job wizard now calls real API: create job → upload source → launch
- Dashboard and monitoring pages use live data instead of mock data
- Monitoring page polls every 3s while job is active
- Backend enriches job responses with client_name, created_by_name,
source_line_count from eager-loaded relationships
- Frontend response mappers handle backend→frontend type differences
(lowercase enum values, field name mapping, computed progress/stage)
- Source file parser accepts column aliases (Line type, Context notes)
with case-insensitive matching for real-world Excel files
- Clients list endpoint accessible to all authenticated users
- Fixed uploadSource to use PUT, uploadSupplementary per-file
- Removed all hardcoded mock data from useJobs hook
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- deploy.sh: one-command deploy script (--init for first time, bare for updates)
- docker-compose.prod.yml: production stack with nginx, multi-worker uvicorn, no volume mounts for code
- nginx/nginx.conf: reverse proxy with rate limiting, WebSocket support, static asset caching
- Fix login to use real backend API instead of mock localStorage tokens
- Add auth guard to AppShell (prevents flash-of-content on unauthenticated routes)
- JWT claims decoded client-side for user info (no extra /me call needed)
- Switch logo from missing .jpeg to .svg
- Frontend API URL defaults to same-origin (works behind nginx without CORS)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
