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Building AI agents is 5% AI, 100% engineering: 1. Integrate seamlessly with existing systems. 2. Enable human-AI collaboration. 3. Ensure reliability in production. 4. Design for real-world scale. 5. Monitor continuously. Your AI is only as str

It shows up during scale, audits, or policy changes. That’s why self-hosted systems exist. https://autoremind.truvex.in/

One of the biggest lessons I’ve learned as a founder → growth comes from systems, not hustle alone. We all work hard, but without automation, scale becomes chaos. That’s why at Opslify we’re building AI systems that: ⚡ Handle repetitive work ⚡ Kee

Building a system that works for 1,000 users is easy. Building one that handles a million without breaking? That’s where real engineering comes in. When scaling your applications, your database often becomes the bottleneck. The key isn’t just adding

My next goal: to specialize in cryptography and cyber defense systems. I’m currently building my base in Python-based encryption and decryption algorithms, aiming to design secure digital systems for real-world use. #CyberGoals #FutureDefender #TechJ

🚀 Hiring for V.I.O.N.A. Project — 2 Critical Roles Open 1️⃣ LLM Engineer / AI Systems Developer Looking for someone strong in: Python REST API development Vector Databases (Pinecone / Weaviate / Chroma etc.) Prompt Engineering Token Optimizati

You didn’t scale chaos. You scaled clean systems. One AI agent handles onboarding. Another manages reporting. You? You're focused on vision — not busywork. Suddenly you're like: This isn’t productivity. This is power. That’s how Codestam builds.

👋 Hey Founders on Medial! I’m Shivam Shankhdhar, a passionate Full Stack Developer (MERN & Flutter) looking to join a startup or early-stage team where I can contribute directly, learn fast, and grow with the product. ✅ Skills: React.js | Node.js

Currently researching the security domain of AI ethics, exploring how vulnerabilities in AI models can lead to data breaches and adversarial attacks. My focus is on building secure, transparent AI systems that defend against manipulation. #AIEthics #

Every founder dreams of scale. But scaling without systems is like running faster on a treadmill → lots of effort, no real progress. AI changed this for me. At Opslify, automation turned endless tasks into smooth workflows → ⚡ Emails auto-send ⚡ R