🤝 Top Collaborators
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🤓 Latest Submissions
Godspeed
Godspeed is an open-source, agentic RAG platform built for engineering teams whose knowledge is scattered across disconnected tools and getting harder to trust as the team scales. At its core, Godspeed unifies documents from Notion, Confluence, GitHub, Jira, and PDFs into a single intelligent knowledge engine. It retrieves answers using a multi-layered hybrid search system that combines semantic understanding with exact keyword matching, then validates every answer through an adversarial two-agent process before it reaches the user — ensuring no hallucination ever ships. Beyond answering questions, Godspeed builds a live knowledge graph from every ingested document, mapping relationships between services, libraries, teams, and incidents, and visualising them in real time as queries resolve. An analytics layer logs every interaction and continuously improves retrieval quality over time — the more the team uses it, the smarter it gets. Proactive anomaly detection forecasts when documentation is going stale or when a dependency is at risk, surfacing signals before they become incidents. Everything runs locally. PII masking happens on-device before any data is stored, making Godspeed the only architecturally compliant option under India's DPDP Act, Singapore's PDPA, and GDPR — with no data ever leaving the organisation's network.
19 May 2026
Tomocha
Tomocha is an innovative AI-powered mental wellness application designed to transform static self-care into a dynamic, personalized, and safely connected journey. Leveraging Gemini's multimodal intelligence, Tomocha addresses critical gaps in existing solutions: generic task lists, punitive gamification, and a severe lack of immediate crisis support. Our core innovation begins with a daily Mood Check-in. This simple input fuels automated reasoning powered by Gemini, dynamically filtering a user's entire task list to perfectly match their current emotional state – be it high distress, neutral, or high energy. This enhances understanding of individual needs, ensuring relevant, achievable self-care guidance. Central to Tomocha is the Interactive Task Detail Hub. When a user taps a task, Gemini's reasoning guides them to one of three specialized AI companions (Aura for support, Spark for motivation, Zen for habits) with contextual, auto-generated prompts, streamlining the workflow of starting self-care activities. Alternatively, they can access Gemini-curated inspirational content from "The Cheer Section," filtered for task relevance. Crucially, Tomocha introduces the "8 Minute SOS" feature, a human-AI safety net. A single tap alerts pre-approved contacts, while Gemini-powered Aura immediately provides stabilizing, empathetic support, effectively automating crisis intervention and closing the critical "waiting gap" until human connection is made. Our "guilt-free" gamified Heart Tree further promotes consistency through 100% positive reinforcement. Tomocha leverages Gemini to make self-care intelligent, accessible, and deeply personal, fostering genuine well-being.
19 Nov 2025
