HackOps AI Product Roadmap
Track live feature releases, active engineering sprints, and vote on upcoming module expansions for the hackathon operational layer.
Multimodal Gemini 1.5 Flash Vision Screen Inspection
Real-time 1 FPS screen frame capture with direct code line & terminal stack trace inspection.
ElevenLabs Low-Latency Voice Persona Locking
High-fidelity human voice synthesis for 4 mentor personas (Alex, Priya, Marcus, Elena) with locked pitch.
Dedicated Judge Rubric Portal & AI Pre-Fill
Custom 4-criteria rubric sliders with 1-click AI score pre-fill and instant leaderboard recalculation.
Public Projects Showcase & Live Deployed Demo URLs
Directory for browsing submitted repositories with 1-click live Vercel/Render demo URL previews.
Autonomous Synthetic AI Teammate Agents
Autonomous AI subagents spawned to fill solo hacker team slots and auto-generate test suites & pitch decks.
Sponsor Prize Track Auto-Classifier
Automatic ML categorizer matching submitted code bases against sponsor prize track requirements.
Real-Time Git Commit Plagiarism & Timeline Analyzer
Static AST commit velocity analyzer detecting pre-existing codebases and template plagiarism.
Sponsor Recruiter Talent Index & Hiring Export
Recruiter scoring dashboard ranking participants by code quality, commit depth, and test coverage.
Multi-Region WebRTC Low-Latency Voice Relay
Edge-rendered WebRTC audio relay for ultra-low latency sub-200ms voice response times globally.