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Just wrapped up an AI legal MVP, built from v0 and fully vibe-coded.
It’s wild how fast the tools have evolved compared to what I was using just a year ago.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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The amount of free tools we have at our fingertips through tools like Meta Business Suite is absolutely wild.
https://www.instagram.com/reel/DV6axkADl5F/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==
Excited to share what I’ve been building! I’m developing a healthcare system that leverages AI to help hospitals and clinics work smarter. It streamlines patient management, improves diagnostics, and provides actionable insights so healthcare providers can deliver faster, more accurate care. I built it with scalability, security, and real-world workflows in mind, aiming to make healthcare more efficient and impactful. Always looking to connect with other innovators in health tech!
A London agency needed to scale output without adding headcount. I designed a multi-agent AI system: three specialized agents (WordPress, support, marketing), each with confidence scoring, escalation logic, and a human review gate before every output.
Not just prompts — real architecture: FastAPI + Redis Streams, Pydantic state machines, multi-channel integration (web, email, WhatsApp). Governance aligned with ISO/IEC 42001 and NIST AI RMF.
· 45% faster content delivery
· 58% faster campaign turnaround
· 41% automated support resolution — humans in control at every step
The real design challenge: defining AI behavior. Autonomy boundaries, trust signals, and when the system defers to a human.
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