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AI app: SIFT. for AI Factory

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SIFT.

SIFT.

Vercel

Created by team Mother Of Dragons on August 08, 2026

Freelancers waste hours writing proposals for jobs they were never going to win — too many competing bids, clients who never actually hire, budgets that don't match their rate. That intelligence exists, but it's scattered across five platforms and hidden behind bot protection. Sift fixes this. It scans live listings across Upwork, Freelancer, Guru, PeoplePerHour, and Toptal simultaneously, then scores every opportunity 0–100 against your specific skill levels, niche, and target rate, not a generic market score. It reads client history behind bot protection (spend, hire rate, disputes), delivers a GO/RISKY/SKIP verdict with data-backed reasons, and even writes a proposal opening line grounded in the listing and your actual portfolio. A per-user knowledge graph means every scan makes the next one sharper, turning hours of manual research into a 30-second decision.

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Github Presentation Demo

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testtinggg

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Run an untrusted npm/PyPI package, GitHub repo, or URL in a sealed, disposable Vultr sandbox. Watch what it does and get a verdict based on its actual behaviour. Every escape attempt is contained and recorded.

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A human-gated foreman that plans AI agent tasks, dispatches each step to a disposable, network-less Docker sandbox, and returns verifiable receipts with SHA-256 artifacts, resource caps and zero host access.

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Finds revenue leaks in billing exports without letting the data leak: model-written pandas runs in a throwaway gVisor sandbox on Vultr (no network, no secrets, hard limits), a second model checks every sentence, and each answer has a re-runnable receipt.

Design Master Solutions

Muhammad Ahtasham Ul haq
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Upcoming AI Hackathons
For Innovators & Creators

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testtinggg

good tingood tingood tingood tingood tingood tingood tingood tingood tingood tingood tin

LFG

Detonation Chamber

Run an untrusted npm/PyPI package, GitHub repo, or URL in a sealed, disposable Vultr sandbox. Watch what it does and get a verdict based on its actual behaviour. Every escape attempt is contained and recorded.

Builders Nepal

Containment Foreman - sandboxed agent runtime

A human-gated foreman that plans AI agent tasks, dispatches each step to a disposable, network-less Docker sandbox, and returns verifiable receipts with SHA-256 artifacts, resource caps and zero host access.

Schultzenator

Ghostfox Zero: Browser Agent

A sandboxed browser agent powered by our own Firefox engine. True agentic loop with vision verification, human approval gate, and MCP endpoint for AI agents.

autokeren

AgentOpsAIMLVULTR

LeakProof

Finds revenue leaks in billing exports without letting the data leak: model-written pandas runs in a throwaway gVisor sandbox on Vultr (no network, no secrets, hard limits), a second model checks every sentence, and each answer has a re-runnable receipt.

Design Master Solutions