Selected Works
    In-House SwarmReal-Time Radar

    Social Listening & Community Radar

    Real-Time Opportunity Radar across X, Reddit & Hacker News

    Social Listening & Community Radar Case Study Preview

    * Reference Image Only: This diagram is an illustrative concept and does not reflect our real operational pipeline or live systems.

    Reference Image Only · Illustrative Concept

    The workflow image above is an illustrative reference only and does not reflect our actual operational pipeline. Every business operates with a different tech stack — when we design workflows for clients, we generate specific architectures based on the tech stacks and tools your team is familiar with.

    If you are interested in seeing our actual operational workflows, we can arrange a live demonstration upon request.

    Introduction

    An automated ear to the ground concept that monitors developer discussions, design critiques, and commerce founders asking for AI recommendations across X, Reddit, and Hacker News.

    Reference image only: this graphic is an illustrative concept and does not reflect our actual operational pipeline. When designing social monitoring or intelligent reply agents for clients, we build bespoke solutions tailored to the platforms, notification workflows, and brand guidelines your company already uses. Book a live demo to see our real systems in action.

    Details
    • DeploymentGenesiAI Internal Operations
    • TimeframeContinuous Swarm Deployment
    • RoleSocial Intelligence Radar, Streaming APIs, Vector Filtering
    • Live Demo
    • Client DeliveryCustom to your stack
    • Core StackPython 3.12 + Reddit API + X/Twitter API + SQLite Vector Store + Discord Bot
    Scope & Deliverables
    01

    Multi-Platform Firehose Monitoring

    Subscribes to live discussion feeds across developer and founder communities to detect high-intent conversations.

    02

    Semantic Intent Filtering

    Applies zero-hallucination semantic filters to discard irrelevant noise and flag genuine partnership opportunities.

    03

    Human-in-the-Loop Review Queue

    Stages high-context draft replies in private team channels for immediate founder review and approval.

    Workflow Architecture

    System & Pipeline Overview

    Social Listening & Community Radar Overview — Real-Time Opportunity Radar across X, Reddit & Hacker News
    Technical Overview

    Architecture & Key Outcomes

    Radar Coverage

    24/7 Scan

    False Positives

    < 4%

    Stack Integration

    Bespoke

    Key Features & Innovations

    Illustrative reference concept only; does not reflect real pipeline
    Bespoke engineering tailored to your team's exact tech stack
    Semantic keyword clustering identifying buyer intent and technical complaints
    Hallucination-free brand reply drafter matching founder tone and expertise
    Live operational demo available upon request
    In-House Customization

    Want a similar app or custom AI tool for your business?

    We design and customize tools like Social Listening & Community Radar specifically for small and medium businesses. We can build on top of your existing Google Workspace ecosystem so your team can work with familiar tools, with zero extra token costs.

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    Let's build something.

    Have a product idea, digital flagship, or autonomous agent workflow in mind? Let's ship it in a focused sprint.

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