feat: validate podcast cost estimation accuracy, document per-token costs, and fix subscription/plan enforcement
Issue #543 — Validate Estimated Cost Accuracy (UI vs Backend) Backend: - cost_estimator.py uses pricing catalog (APIProviderPricing) as single source of truth - All 7 cost components: analysis, research (search+LLM), script, TTS, voice clone, avatar, video - initialize_default_pricing() runs on every app startup for auto-sync Frontend cost estimation fixes: - Added missing analysisCost, scriptCost, voiceCloneCost to PodcastEstimate type - toPodcastEstimate() now extracts all 7 backend fields (was dropping 3) - headerCostEst maps analysisCost->Analyze, scriptCost->Write, voiceCloneCost->Produce - EstimateCard shows 5 chips: Analysis, Research, Script, Voice(TTS+clone), Visuals(avatar+video) - Chip sum now equals backend total for all configurations Subscription & plan fixes: - Removed Stripe re-verification from checkSubscription() (downgrade regression fix #539) - Added verifyCheckoutRef pattern for reliable mount-time checkout polling - One-time Stripe sync effect with pending_subscription_change flag for Customer Portal returns - Free plan limits: stability_calls 3->10, audio_calls 5->10 (supports 2 podcasts) - Image enforcement uses actual provider (GPT_PROVIDER), not hardcoded Stability - Billing/pricing pages bypass onboarding check in ProtectedRoute - Gradient buttons + loading spinner on plan chip in UserBadge - Added metadata-based Stripe lookup fallback (Issue #538) Documentation: - TESTING_GUIDE.md: comprehensive testing instructions for non-technical testers - Free plan limits, usage tracking, cost estimation formulas - 10 test cases for UI verification - Troubleshooting guide - Quick-reference cost formulas with all default rates Cleanup: removed legacy ToBeMigrated directory (70+ files, ~22K LOC) GSC Brainstorm: service, hook, modal, and UI components for blog topic brainstorming
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@@ -564,11 +564,11 @@ class PricingService:
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"serper_calls_limit": 10,
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"metaphor_calls_limit": 0, # DISABLED: Metaphor not in Free tier
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"firecrawl_calls_limit": 0, # DISABLED: Firecrawl not in Free tier
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"stability_calls_limit": 3, # 3 images - enough to try the product
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"stability_calls_limit": 10, # 10 images - enough for 2 podcasts (5 images each)
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"exa_calls_limit": 10, # 10 research queries - enough to try the product
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"video_calls_limit": 2, # 2 video renders - try podcast video on Free
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"image_edit_calls_limit": 5, # 5 image edits - enough to try the product
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"audio_calls_limit": 5, # 5 audio clips - enough to try the product
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"audio_calls_limit": 10, # 10 audio clips - enough for 2 podcasts (5 clips each)
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"wavespeed_calls_limit": 0, # 0 = unlimited for Free; video controlled via video_calls_limit
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"gemini_tokens_limit": 50000,
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"openai_tokens_limit": 0, # DISABLED
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