Software built with Amazon SNS

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        Strange Shogi
        Strange Shogi

        Shogi, but some of the pieces are wrong. Archers shoot without moving, spiders drag you in, hornets sting from range. 50 strange pieces, reshuffled every match.

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        AXIOM - crash-safe agentic memory on CockroachDB
        AXIOM - crash-safe agentic memory on CockroachDB

        An agent refunds $300, crashes before recording it, restarts, and refunds again. AXIOM makes that impossible: execution state and vector memory commit in one CockroachDB transaction.

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        Neighborhood Safety Check-In Agent
        Neighborhood Safety Check-In Agent

        An AI agent that makes sure someone actually checks on elderly residents living alone — and escalates to the secretary, then emergency contact, when nobody does.

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        CommonMind Shared Memory for Humans and Agents
        CommonMind Shared Memory for Humans and Agents

        Shared memory for humans and agents on CockroachDB. A record and its vector embedding commit in one transaction, recall in milliseconds, and humans approve the milestones that matter.

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        CASCADE
        CASCADE

        Agent memory that knows when it has expired. Cascade learns incident runbooks from experience, reuses them instantly, and refuses any runbook the moment the policy it was built on changes.

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        Saathi: Always with you
        Saathi: Always with you

        A calm safety companion for walks and rides. It notices a crash, a fall or when you stop moving, checks on you first, then calls your close circle with who, where and what happened.

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        Rewind
        Rewind

        Time-travel debugging for AI agents

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        CleanStack
        CleanStack

        AI-powered data cleaning with GitHub-style review. Upload messy files, get AI-generated rules reviewed by a 3-member AI committee, approve, and download production-ready clean data.

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        Agentis Lux: For your second audience.
        Agentis Lux: For your second audience.

        Your site was built for people. Retrieval agents like ChatGPT and Perplexity read it too, and most can't run your JavaScript. Agentis Lux shows what they actually see. Findings, not fixes.

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        TradeWizard
        TradeWizard

        TradeWizard helps people navigate uncertainty with confidence when money is on the line.

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        TradeWizard
        TradeWizard

        TradeWizard helps people navigate uncertainty with confidence when money is on the line.

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        TradeWizard
        TradeWizard

        TradeWizard helps people navigate uncertainty with confidence when money is on the line.

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        BackupPilot
        BackupPilot

        Smart, automated AWS backup and recovery made simple.

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        Ledgerline - Usage-based billing infrastructure for B2B SaaS
        Ledgerline - Usage-based billing infrastructure for B2B SaaS

        The usage-based billing backend every SaaS dreads building — on Aurora DSQL, so the meter never drops or double-counts an event. Metering to invoicing.

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        Pulse
        Pulse

        A thank you to the people who raised us, built into the cloud.

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        WardWatch
        WardWatch

        I modeled Bengaluru’s civic systems like distributed infrastructure and built an Elastic-powered observability platform for accountability.

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        Rythum
        Rythum

        This is my project

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        Rhythm
        Rhythm

        This is one of our project

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        IQ fault
        IQ fault

        This is my project

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        Memmo
        Memmo

        This is one of the problem statement answer

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        Predict-Epidem
        Predict-Epidem

        Predict-Epidem uses AI and AWS to predict health outbreaks. After being global finalists in the AWS 10,000 AIdeas challenge, I’m bringing my expertise in architecture and impact to this hackathon.

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        Wildfire Watch
        Wildfire Watch

        Wildfire Watch: detect → dispatch → alert in <60s. NASA/CAL FIRE feeds, SageMaker-picked resources, SMS to residents in the blast radius. Every AI call guardrailed and audited before firing.

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        Vault
        Vault

        Autonomous AI agent that detects account takeovers in real time and responds in 4 seconds with built-in human oversight and explainable decisions.

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        NetHealer
        NetHealer

        “An autonomous network operations platform powered by AI agents that monitor infrastructure, predict failures, and trigger self-healing responses in real time.”

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