The V25 table has duplicate column names (Backtranslation x3, Rationale x3).
The dict-based parser collapsed these — only the last value survived (Option 3's
"N/A"), causing all BT/rationale fields to be "N/A" in the output Excel.
Fixed by switching to positional list-based parsing instead of dicts.
Also adds per-job model selection (Sonnet 4.6 / Opus 4.6) through the full
stack: DB column, API schema, job wizard UI dropdown, pipeline contracts, and
LLM client with model-aware cost tracking. Includes Alembic migration.
Updated help page and README to reflect single-agent pipeline, multi-TM
selection, flat locale grid, model selector, and linguistic summary.
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>
