fix: overhaul technical terminology, unified cost engine, reproducible artifacts, and engineering report tone

docs: add mathematical formulas, quality retention algorithm, and individual prompt evaluation examples

fix: populate live analytics dashboard with real WildChat 10k benchmark metrics

feat: add Interactive API Spend Savings Calculator & Multi-Model A/B Benchmark Suite

feat: add Live Interactive Optimization Lab & WildChat inspection trace endpoint

style: set high-contrast white background and dark text across all web UI templates

feat: integrate allenai/WildChat-4.8M as flagship real dataset & update 10k benchmark results

feat: add HF real workload datasets (10k), streaming benchmark results, and BYOK budget tests

restore: return InferRoute Space to 100% pure original LLM gateway

restore: set root route to original pure InferRoute Multi-LLM Gateway dashboard

fix: restore dual-platform navigation hub on root route for InferRoute Gateway and Quant.ai Trader

fix: upgrade Node.js base image to 20-alpine for Vite 8 compatibility

feat: optimize Hugging Face Space Docker build and zero-config deployment

Fix Hugging Face Space 503 deployment error by adding robust static fallback paths & missing HTMLResponse import

Integrate Institutional Ownership %, Short Interest %, and Beta into AI decision engine

Add Options order execution with max capital cap & persistent Options Ledger UI

Add AI Thought Radar & Direct Options Selection Panel to default main page

Fix Alpaca 500 internal error by adding 3x retry mechanism and preventing UI screen locks

Add interactive 3 AI Agent Mode Selector UI card & update default High Freq Sniper mode

Add 3 AI Trading Modes (Aggressive Day Trading, Swing Trend, Options Quant ML) & persist in AGENTS.md

Support persistent Watchlist saving and add detailed AI Stock Selection Prompt explanation

Add Alpaca Broker Order History Ledger table to Quant.ai Web UI

Add submit_stock_order API endpoint for real-time stock buying tests

Add AI Trading Agent Decision and Chat API endpoints

Fix shadowing app.py and frontend null checks

Clean native Docker deployment setup for InferRoute & Quant.ai

Update quant.html template references to newest compiled JS bundle index-BkbK-1SD.js

Fix Render deployment dependencies for Quant.ai and InferRoute

feat: Convert InferRoute Space to Static SDK with unified hub serving Quant.ai & InferRoute Gateway

feat: Integrate Quant.ai into InferRoute gateway under /quant and /api routes

docs: add HuggingFace Space Docker metadata

feat: platform ecosystem showcase and UI upgrade

feat: implement dynamic client-side sandbox playground for 9 academic routing models directly in static documentation page

feat: expose new academic routing policies in playground select UI

feat: integrate 9 academic routing policies as explicit selectable gateway strategies and add benchmarking harness

docs: integrate 9 paper summaries into the live Reference Hub in index.html

docs: fix missing closing div tag in benchmarks tab causing self-healing content to hide

docs: add project description subtitle to README and academic foundations

docs: add evaluation summary and github repository navigation link

docs: fix unclosed HTML tags in docs/index.html causing nested tabs hiding

docs: integrate 9 LLM routing papers with local PDFs and detailed bibliography

docs: upgrade ELI5 summaries to formal academic frameworks for FrugalGPT and RouterBench

docs: add Plain English Analogy / ELI5 cards for FrugalGPT and RouterBench to make academic theories intuitive

docs: restore rich and premium README structure with formulas, diagrams, and code snippets

docs: expand technical hub with detailed routing policies, evaluation harness guide, and playground features

docs: streamline README to be professional and concise, linking details to documentation hub

docs: simplify PDF paper links to standard target=_blank browser tabs

docs: implement inline PDF preview modal overlay to completely prevent file downloads

docs: remove project plan PDF, change downloads to target='_blank' browser preview links

docs: rename cost efficiency paper to Hybrid LLM, add BibTeX references section, and update PDF paths to docs/article/