- GET /api/marketplace/personas/:id — returns all fields of a published persona
- Expand _COPY_FIELDS to include all new schema fields (oceanTraits, scenarios, aiSynthesizedBio, etc.)
- New MarketplacePersonaView page (/marketplace/personas/:id) with full sidebar + tabs
- Preview button navigates to full page instead of opening a summary dialog
- Clicking card body also navigates to persona page
- scripts/enrich_old_personas.py — LLM enrichment for 12 pre-schema personas
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Old logic used output text length as a proxy for prompt tokens — completely
wrong. Real Gemini calls send the full conversation history as context, so
prompt grows with every turn.
New logic:
- completion_tokens = len(response_text) / 3.8 (what was generated)
- prompt_tokens = base_template + sum(all_prior_messages_in_fg) / 3.8
- persona_response base: 1500 tok (template + persona details + topic)
- moderator base: 1200 tok (moderator template + fg context)
- persona_generate base: 2500 tok (persona-detailed-generation.md template)
Also:
- Sorts messages chronologically per focus group before processing
- Accumulates context correctly so turn N includes turns 0..N-1 as context
- Idempotency via pre-fetched set instead of per-doc find_one queries
- cost_usd breakdown now has correct input/output split (not 40/60 guess)
- Dry-run prints per-focus-group cost estimates for sanity checking
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Backend:
- token_version in JWT (bump_token_version, get_token_version on User model);
jwt_required checks tv claim → 401 on mismatch; login routes embed version
- Quota pre-flight in all 3 LLM public methods (QuotaExceededError bubbles up)
- AI runner catches QuotaExceededError → sets status paused_quota + emits WS event
- Admin routes: POST /users (create), POST /users/<id>/reset-password,
POST /pricing, GET /focus-groups with aggregated cost; PUT /users/<id>
now bumps token_version on disable or role change
- backfill_usage.py: idempotent estimated-event generator for historical data,
tiktoken for GPT models, char/3.8 for Gemini, --dry-run flag
Frontend:
- 402 interceptor dispatches quota_exceeded CustomEvent
- adminApi: createUser, resetPassword, createPricing, listFocusGroups
- UsersTab: New User dialog + Reset Password in edit dialog
- PricingTab: New Price dialog (model, provider, input/output/cached prices)
- FocusGroupsTab: focus groups table sorted by total cost
- Admin.tsx: 4th tab (Focus Groups)
- FocusGroupSession: admin-only cost badge + dismissable quota exceeded banner
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replace ai-sandbox.oliver.solutions with optical-dev.oliver.solution
across all config, env, docs, and source files.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Fix missing await on FocusGroup.get_messages() (N-L1)
- Replace time.sleep with asyncio.sleep in key_theme_service and focus_group_service (N-P10)
- Replace flask import with quart in focus_groups.py (N-S3)
- Add logger.error before all 500 returns in focus_groups.py (N-P6)
- Add logging to silent except blocks across routes (N-M10, N-M11)
- Add @rate_limit to 6 remaining AI endpoints (N-H4)
- Add --confirm flag to populate scripts before delete_many (S-H2)
- Remove hardcoded Azure ID fallbacks from msal_service.py and msalConfig.ts (A-M2, F-H4)
- Centralize make_serializable() in utils.py, remove duplicates from 3 route files (N-P7)
- Replace all datetime.utcnow() with datetime.now(timezone.utc) across entire backend (M-L2)
- AuthContext.tsx: only mark token validated on 200 success, not on non-401 errors (F-H2)
- Rename authType → auth_type in auth.py (N-S4)
- Add security_report.md and security_report.pdf with full 92-finding status
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Create comprehensive technical architecture document (PDF) with 11
chapters covering system architecture, frontend/backend design, data
model, auth, WebSocket communication, LLM integration, and core
feature flows. Includes 11 Mermaid diagrams rendered as PNGs.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
