Hack RenderATL

Category Winner

• Atlanta Transit AgentBest Use of Atlanta Open DataAn agent that answers Atlanta transit questions from live data and refuses to tell you what you want to hear. I set out to prove MARTA underserves poor neighborDockerFastAPIGemini
• EVLinkBest Use of Gemini API || Gift cardConnect your EV to any AI. Gemini reads your car's real state via genuine tool calls; deterministic software does the battery math and plans your charging stopsClaude
• Lifeline AppBest Use of Gemini API || Gift cardOther apps knows where you are. Lifeline knows who you are — and what to tell responders next.FirebaseGeminiJavaScript
• PulseATLBest Use of Snowflake API || Raspberry Pi 4Turning Atlanta's fragmented civic open data into plain-English neighborhood health reportsTypeScript
• Relief ATLBest Use of DigitalOcean || Retro Wireless MouseFind a restroom in Atlanta you can actually use.TypeScript
• ThroughlineBest Use of Gemma 4 || Gift cardAtlanta serves a child care registry last refreshed in 2021 as current. Throughline measured the drift: 51.9%.FastAPILlamaPython
• transitLedgerATLBest Use of Tiger Data | Elgato Stream Deck MiniMARTA publishes the schedule. We hold it accountable, live ghost-bus and reliability receipts for every Atlanta route.ClaudeGeminiTypeScript
• WATTLINEBest Hack for GoodWhen the power goes out, some people are on a clock. WATTLINE counts them.FastAPIPythonReact