Software built with docker

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        TrueHue
        TrueHue

        Color analysis you can see the reasoning behind, and wear. One selfie reads your season; YouCam try-on proves it on your body, on real secondhand finds.

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        CodeShield-AI
        CodeShield-AI

        CodeShield AI is an enterprise-grade AI security analyzer that scans codebases, detects vulnerabilities, and auto-generates fix reports and patch-ready remediation for faster, safer development.

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        DataHub Sentinel: Gemini Incident Remediation Agent⁠
        DataHub Sentinel: Gemini Incident Remediation Agent⁠

        An autonomous Gemini agent that uses DataHub MCP lineage to trace pipeline failures to root causes, write status tags back to the context graph, and auto-generate incident reports.⁠

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        Faultline
        Faultline

        "An AI agent that traces data incidents through DataHub lineage, alerts real owners, and writes the incident back to the graph."

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        Token Guard
        Token Guard

        A governance-native dedup gate for AI agents, built on DataHub. Refuses to serve stale or MNPI-restricted results - checks freshness and governance before ever hitting cache.

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        SereneSet Spark
        SereneSet Spark

        Generate, refine, and prove every campaign asset.

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        AquaRack
        AquaRack

        Cooling intelligence that remembers. Water saved that matters.

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        PROXY — Agentic AI for Consumer Justice
        PROXY — Agentic AI for Consumer Justice

        Autonomous multi-agent AI that investigates disputes across 8 domains, self-corrects hallucinations, verifies every citation, and drafts ready-to-send appeals — in your own language.

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        FarmPal
        FarmPal

        Offline AI farming advisor for Kenyan smallholder farmers: ask in English or Kiswahili, or snap a leaf photo and get grounded, cited advice on an 8GB laptop, no internet needed.

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        Praxis - evidence-bound remediation agent.
        Praxis - evidence-bound remediation agent.

        Praxis takes that one narrow, expensive incident all the way to a mergeable fix, and refuses to hand you anything it cannot prove.

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        BrandBlaze
        BrandBlaze

        BrandBlaze turns one product photo into verified, market-ready campaign images using Genblaze, Claude, GMI Cloud, and durable Backblaze B2 asset lineage.

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        ShadowGraph
        ShadowGraph

        A DataHub-powered pre-merge safety agent that traces downstream lineage, replays SQL changes, and blocks pull requests that silently break critical metrics or ML features.

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        CASCADE — autonomous data-incident response on DataHub
        CASCADE — autonomous data-incident response on DataHub

        When a check fails, CASCADE reads DataHub's lineage graph via MCP to find the root cause, map the blast radius, file a native incident, and alert the owner — autonomously, for $0.11 per investigation.

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        Arvanta LedgerGuard — ERP Financial Integrity Agent
        Arvanta LedgerGuard — ERP Financial Integrity Agent

        LedgerGuard detects ERP errors, traces financial impact through live DataHub MCP context, and safely remediates them with approvals, deterministic verification, and audit-ready proof.

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        LineageLens
        LineageLens

        LineageLens validates your dbt/SQL pull requests against live DataHub lineage before you merge — so you never ship a breaking change to production again.

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        Schema Dam
        Schema Dam

        Keep unaffected data products running when schemas break.

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        Attest
        Attest

        The phone agent that refuses to guess. One disclosed call, every answer citing the exact words that support it, and a calibrated confidence or an explicit abstention.

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        Prems
        Prems

        Prems AI automatically finds apartment listings and books viewings for you during your move.

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        Nectar
        Nectar

        Other systems track what an agent knew. Nectar also tracks what had to be missing.

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        ProofForge Media
        ProofForge Media

        Generate campaign media with a reviewable history: live generation, rejected revisions, B2 fetch-back, and a usable handoff in one workflow.

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        Relief-AI
        Relief-AI

        The adaptive infrastructure layer for your finances. We turn the static legacy financial systems into dynamic transactions, matching your circumstances today.

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        Blast Radius
        Blast Radius

        Reviews every data PR against DataHub; What breaks downstream, and who to tell — then writes the verdict back into the catalog. Catch breaking changes before you merge.

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        SIGMORA(sigmora.org)
        SIGMORA(sigmora.org)

        Generative media at production scale, for a fraction of the cost. Genblaze orchestrates every model; Backblaze B2 stores and serves it at zero egress. Every asset ships with a verifiable receipt.

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        Netgrade - Passive Security Posture Scanner
        Netgrade - Passive Security Posture Scanner

        Netgrade turns complex security scans into plain-language posture grades, spoken AI audio briefings, and competitor benchmarking for small businesses - with zero risk to target infrastructure.

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