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AI app: SAAS Fashion Garment Marketing - Batik to Global for Vultr: Agent Rush Hackathon

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SAAS Fashion Garment Marketing - Batik to Global

SAAS Fashion Garment Marketing - Batik to Global

Streamlit

Created by team SuperInfra Trinity V32-2 SOLO Batik to Global on November 05, 2026

AMD ROCm Github Copilot HuggingFace Hub LLaMA LLM Gateway MongoDB Streamlit VULTR

Indonesian fashion SMEs lose 30% margin due to fragmented Batik supply chain - manual stock Bal/Yard/Kodi, no OEE, no SAK EMKM compliance, no real-time Tanah Abang demand. SOLO SOLUTION by Tuan Cin - SuperInfra Trinity V32-2 SOLO: End-to-end SAAS Digital Control Tower Batik to Global. ARCHITECTURE HP/Laptop -> Google Sheets API doPost(e) appendRow -> Jurnal_Umum -> Buku_Besar_T: V4 ACTIVE 50KB FIFO LIFO Average + PO SQR BAPO Surat Jalan, V6 Komplit 80KB, V7 T-Account 15KB SUMIF, V8A Jurnal PABU 8KB uang muka akrual 2-1200, V8B Master SAK EMKM 10KB depresiasi, backend_SAK_EMKM.py, SRITEX Template V4.6 Bal/Yard/Kodi, Super Secure ketel uap 500L turbine. Marketing digital IG + ITC Tanah Abang demand planner. Transport GPS Live 4 titik Ahmad Subarjo On the way Tanah Abang 12km GREEN - Jakarta Hub latency 8ms. VULTR + AMD POWER: - Vultr Serverless Inference api.vultrinference.com/v1 model deepseek-v4.1-flash-1017 & llama-3.1-8b-instruct for DESIGN AI Batik motif generation - Vultr Cloud Compute Jakarta Region 12 Nodes - Vultr Container Registry Start Up Free 1GB - AMD MI300X 192GB HBM3 Optimized for Supply Chain Analytics predictive logistics - OEE 95% Efficiency Optimal, Supply Chain Flow +18%, Batik Kawung Stock 1,240 m, Shipment ID->SG->US ETA 3d IMPACT: From Fabric -> Fashion -> Global Export, SME becomes compliant, efficient, global-ready. Previously 2428 Approved points #01 Most Popular #01 Top Builder in Vultr Agent Rush. Solo now to keep 100% prize - no benalu.

Category tags:

Business, Communication, Design, Fashion, Finance, Innovation Network Design & Strategic Planning, Investment, Marketing, Productivity, Shopping, Transportation and Delivery, Vultr Track - Raise, Utility and Tools

Github Presentation Demo

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Exact Web Answer Agent on AMD ROCm

Most web agents return summaries or lists of links. This one returns a single value: a phone number, a version, a price, a date. It also cites the page the value came from, and returns an empty answer instead of guessing when the site does not contain it. A resident server loads Qwen3-4B-Instruct once onto the AMD GPU (ROCm) at container start. Each question is a fresh app.py process that writes a valid placeholder JSON immediately and then talks to the server over a unix socket, with a hard deadline under the 30-second limit. The agent crawls the start page and same-site links in parallel, ranked by how well each link matches the question. It cleans pages to text (table rows kept), ranks passages with BM25, and has the model extract the value. An answer is only accepted if it literally appears in the cited passage, which removes hallucinations. A rule-based extractor for phones, emails, versions, prices and dates is the fallback when time runs short. No API keys: all inference is local on the AMD GPU.

Necesites

AMD ROCmQwen3AMD Developer Cloud

Upgrade Proof

An agent for teams that review npm upgrades. It tests each upgrade in a disposable Vultr sandbox, blocks hidden network calls, and returns an evidence bundle with a SHA-256 manifest.

Upgrade Proof

Theseus: keep only what's load-bearing

Theseus cuts one part at a time from a sandboxed copy of your code, runs your tests, and maps what is load-bearing. It finds proven bloat, and it deletes nothing without your yes.

Theseus

CiteScreen — Evidence-Based Resume Screening

Every score cites its source. If the resume doesn't say it, the score is zero.

Resync

Tuan Cin
Founder

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Explore more applications

Exact Web Answer Agent on AMD ROCm

Most web agents return summaries or lists of links. This one returns a single value: a phone number, a version, a price, a date. It also cites the page the value came from, and returns an empty answer instead of guessing when the site does not contain it. A resident server loads Qwen3-4B-Instruct once onto the AMD GPU (ROCm) at container start. Each question is a fresh app.py process that writes a valid placeholder JSON immediately and then talks to the server over a unix socket, with a hard deadline under the 30-second limit. The agent crawls the start page and same-site links in parallel, ranked by how well each link matches the question. It cleans pages to text (table rows kept), ranks passages with BM25, and has the model extract the value. An answer is only accepted if it literally appears in the cited passage, which removes hallucinations. A rule-based extractor for phones, emails, versions, prices and dates is the fallback when time runs short. No API keys: all inference is local on the AMD GPU.

Necesites

AMD ROCmQwen3AMD Developer Cloud

Upgrade Proof

An agent for teams that review npm upgrades. It tests each upgrade in a disposable Vultr sandbox, blocks hidden network calls, and returns an evidence bundle with a SHA-256 manifest.

Upgrade Proof

Theseus: keep only what's load-bearing

Theseus cuts one part at a time from a sandboxed copy of your code, runs your tests, and maps what is load-bearing. It finds proven bloat, and it deletes nothing without your yes.

Theseus

CiteScreen — Evidence-Based Resume Screening

Every score cites its source. If the resume doesn't say it, the score is zero.

Resync