Software built with Bash

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        AfroCodex
        AfroCodex

        Turning scarcity into engineered strength.

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        Ravencry Intake (ADTC)
        Ravencry Intake (ADTC)

        An offline vision agent that turns a bystander photo into a searchable evidence record.

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        SURYA KARTHI - Ground Truth Edge-OI Platform
        SURYA KARTHI - Ground Truth Edge-OI Platform

        Air-gapped 15W solar clinical copilot pairing 0.013ms deterministic reflex triage with offline 3B reasoning on 8GB Laptops for neonatal emergencies in off-grid African clinics.

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        Track 2: Obsidio Overcooked
        Track 2: Obsidio Overcooked

        A backend that stays fast while it is being overwhelmed.

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        VowLock Setup Companion
        VowLock Setup Companion

        An offline AI assistant that helps phone technicians install and troubleshoot VowLock safely, step by step, on ordinary laptops even with little internet access.

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        Offline Shona AI Coding Tutor
        Offline Shona AI Coding Tutor

        An offline AI coding tutor teaching Python and Computer science fundamentals in English and Shona runs fully on-device, with no internet or subscription required.

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        Akanna
        Akanna

        A 1.1 GB model that runs on a $150 laptop with zero internet, giving farmers and extension officers instant crop, livestock, and weather-timing advice in the field where cloud AI simply cannot reach.

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        Who Signed That
        Who Signed That

        Leaving signing out of the agent's toolset stops the agent, but it doesn't record why a human said yes. We make that approval a portable, versioned artifact the agent must show before calling eSign.

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        OvertakeGuard AI
        OvertakeGuard AI

        An offline, on-device collision avoidance and blind-overtake safety agent for 2-lane African highways, running on 8 GB RAM commodity laptops in English and Amharic.

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        MedSLM
        MedSLM

        Give every clinician a scribe: spoken consultations turned into structured shareable medical records, offline, bilingual, and faster than handwriting.

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        WHP Business Launchpad
        WHP Business Launchpad

        Launch a complete business environment from one web app: domain and DNS setup, Odoo ERP, business email, SSL and containerized services, deployed and managed as one system.

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        DATA 404
        DATA 404

        The ultimate data sanitization tool for physical and logical drives.

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        Offline AI Farming Advisor for Zimbabwe
        Offline AI Farming Advisor for Zimbabwe

        An offline AI advisor that helps Zimbabwean farmers diagnose livestock diseases and get crop guidance by Natural Region — no internet, no cloud, running entirely on the laptop already on their desk.

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        EARL AI
        EARL AI

        We didn't fine-tune a bigger model. We built a smaller brain that never gets it wrong.

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        CRISPR-X — AI Genome Engineering & Drug Discovery Platform
        CRISPR-X — AI Genome Engineering & Drug Discovery Platform

        CRISPR-X - an AI-powered genome engineering and drug discovery platform combining CRISPR simulation, disease scanning, molecule design, drug screening, survival modeling, MCP agents, and auditable AI.

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        AgriLLM
        AgriLLM

        African smallholders need farming advice daily, and extension officers are few. AgriLLM extends their reach by answering everyday farm questions on demand, offline, on a budget laptop.

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        NeonForge
        NeonForge

        Hand-written SDOT/SMMLA kernels make quantized LLM inference up to 3.2x faster on Arm — bit-exact with the baseline, and every number reproducible on free Arm64 CI without owning Arm hardware.

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        TaxSabi
        TaxSabi

        TaxSabi: an offline Nigerian tax assistant answering 2026 personal-income-tax questions in English & Pidgin — engine-verified fine-tuned GGUF, runs fully offline on any 8 GB laptop.

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        Hullspeed
        Hullspeed

        Unlock capabilities of current and future silicon with 1 tool instead of ±5.

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        GraviTune
        GraviTune

        Measure the Arm machine you're actually on. GraviTune found that llama.cpp's default setting costs 2x prefill throughput on AWS Graviton4 proven with hardware counters and filed upstream.

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        VowLock Arm Evidence Engine
        VowLock Arm Evidence Engine

        I came to optimize a local AI on Arm. Five experiments later, the best optimization was deleting the model—and compiling all 648 safety states instead.

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        GreenGrid-Arm: Energy-Aware Cloud AI & Inference Profiler
        GreenGrid-Arm: Energy-Aware Cloud AI & Inference Profiler

        An audit-ready profiler bridging Arm Neoverse Cloud LLM inference with dynamic grid energy telemetry via Arm Performix to measure vector pipe saturation, energy/token, and ISO/IEEE quality scores.

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        Ghost Order Book
        Ghost Order Book

        Sub-millisecond ZK dark pool engine for anti-predatory execution

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        arm-inference-audit
        arm-inference-audit

        Verify whether llama.cpp on Arm actually uses KleidiAI kernels—and measure what that costs on Google Axion.

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