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Layout & UX: - Full-screen composer on load, full-screen output on run (no split view) - Output scrolls within container (flex-shrink:0 fix), no page scroll - Progress panel: fixed position above output, collapses to thin bar, fades on completion - Output cards edge-to-edge in output mode (no panel border/padding/max-width) - Modern theme as default, theme persists across all pages (CSS injection fix) - Reddit theme renamed to Coral (copyright) Markdown & Typography: - Marked.js + DOMPurify for proper markdown rendering in response cards - Editorial typography: custom numbered list counters, gold bullet dots, blockquote styling - Table striping, code blocks with purple syntax, link underlines - Text normalization: strips excessive indentation, collapses blank lines between list items - Removed mermaid.js (unreliable with LLM output, caused visible errors) Response Cache: - DB tables: response_cache + response_cache_history - Cache key: SHA256(prompt + mode + sorted models) - Instant return on cache hit, auto-upgrade when better score arrives - Full version history for training data export - "Fresh Run" button to bypass cache - API: /api/cache/stats, /cache/history, /cache/export, /cache/clear Adaptive Pipeline (new mode): - Self-evaluating models: answer + confidence score + limitations - Quality gates: below threshold triggers RAG retrieval + model escalation - Knowledge base: successful responses embedded and stored for future retrieval - Flywheel: system gets smarter with every run - DB tables: knowledge_base + adaptive_runs - API: /api/knowledge-base/stats, /search, /entries, /adaptive-runs Model Error Handling: - Full HTTP error code coverage (429, 402, 404, 401, 403, 500-504, timeouts) - safe_query_with_fallback: failed model's role taken by next available model - Runners updated: debate, pipeline, validator use fallback system - UI shows "model X failed, model Y took over" notices Image Generation: - SDXL Turbo via diffusers (fallback) + ComfyUI + DreamShaper XL Turbo (primary) - ComfyUI on :8188 with DPM++ SDE Karras sampler, 8 steps - Abstract editorial style: 8 rotating prompts, forced no-people/no-text - Disk cache for generated images - "Illustrate" button on every response card - Imagegen proxy at :3600, API endpoint /api/imagegen - 1024x512 at ~3.5s per image (ComfyUI) or ~1s (diffusers fallback) Prompt Effects: - Sample chip animations: click-to-swap with exit/enter transitions - Shuffle icon on hover to cycle prompts without typing - Typewriter spam-click protection Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>