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ASTRA is a shopping agent that routes buyers and browsers down separate retrieval paths, asks questions with highest information gain, gates recommendations on confidence and longterm memory relevance
You cannot improve what you cannot trace.We create agents to achieve some desired goal. As the agent progresses, we introduce new constraints. But how can we be sure these constraints actually work?
Every Agent Run is guilty until proven safe.
An agent-native infrastructure platform where humans set real-world goals and AI agents use structured WebMCP tools to discover evidence, compare solutions, design interventions.
Samrakshaka - A WebMCP-enabled personal portfolio website
A terminal-based loan management system for lending businesses — customer tracking, reducing-balance EMI calculation, and an AI assistant (CrediAI) for staff support.
GoalThread turns fragmented AI agent tasks into goal-aware threads! Merging related work, isolating unrelated tasks, and forking cleanly when your goal shifts.
Scrape live customer demands business categories, create company pages, contact leads via Email, WhatsApp, or autonomous A2A Agents, converse with buyers, and generate custom proposals.
Human-in-the-loop approval and full audit trail for AI coding agents with filesystem access — with a live bypass-detection layer.
Offline reliability, local AI intelligence
Autonomous night-shift SRE fleet on Google's Agent Platform — five ADK agents detect, diagnose, contain and verify incidents across Grafana while you sleep.
Intercept dangerous links before they load with real-time ML detection and plain-English AI explanations.
Push code. DevFlow Agent auto-writes your PR, creates issues, and alerts your team instantly.
#smartphoneaddiction #machinelearning #digitalwellbeing
A fake email tool once BCC'd every message an agent sent. Vettory is the trust layer an agent can ask, in the page, mid-task — whether a tool is safe, before it uses it.
Accessibility Copilot rebuilds pages as you go which are: type, contrast, motion, plain words. All changes are described in a line, one press will put back the page.
AfiFilm AI is an intelligent film production assistant that helps filmmakers turn a simple movie idea into a complete production plan
AEOLUS is an eight-zone habitat simulation where a learned model forecasts ventilation outcomes, but a deterministic controller retains final authority. The model advises; the rules decide.
A minimalist focus timer and 4-question daily reflection journal designed to help you stay productive and compound habits
An Agentic AI project manager that autonomously plans student projects, tracks tasks, updates statuses, and recommends the next best action using Google ADK, Gemini, and Google Cloud.
Turning a real Italian business website into an agent-ready experience with WebMCP, so AI can understand its services, reason about customer needs, and safely prepare real-world actions.
An AI agent that triages accessibility requests, answering directly, routing to a volunteer, or escalating to a human so blind and low-vision neighbors always get help, fast.
MindProbe pinpoints the exact concept you're missing, then re-tests to prove you actually understand.
MavunoGuard turns a maize photo and field conditions into an explainable risk score, bilingual action plan, certified-test pathway, and buyer-ready batch passport.
