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AI-Powered Business Operations & Automation PlatformSHUBH AI SYSTEM is a modern AI-powered business operations platform designed to help businesses manage leads, organize tasks, track follow-ups, review proposed actions, and monitor activity from one centralized dashboard.Built with a premium interface and an intelligent operations-focused design, the platform brings essential business workflows together in one place.Follow-Up Tracking: Keep upcoming tasks and follow-up activities organized.
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 Base44 Challenge is LIVE!!
Check out the guidelines HERE and show us how creative you can get 🚀
Need inspiration? Check out the top submissions from our last Base44 challenge: 1st Lilly Blick, 2nd Sergey Bertagnini, 3rd Pri Patel
AI really changed how I work. I spent the last month learning how to use it to amplify my work, now I’m looking for projects where I can put that into practice at scale. Open for work!
A month learning to use AI to amplify your work before taking it to clients is the right sequence, Jacob. Putting it into practice at scale is where the real lessons show up. All the best finding the right projects.
Project AIR is an open-source toolkit that keeps a tamper-proof record of what AI agents do. Every action an agent takes gets signed, chained to the step before it, and tied to the person who authorized it. The chain is anchored to Sigstore Rekor, a public transparency log, so anyone can check later that nothing was changed or deleted. When something goes wrong, you can show exactly what happened and who approved it, instead of just saying it happened.
It also runs 16 detectors over every record, covering all ten risks on the OWASP Top 10 for Agentic Applications, three from the OWASP list for LLM apps, and three of its own. It can stop an agent mid-action until a person signs off. It plugs into LangChain, LlamaIndex, and the OpenAI, Anthropic and Gemini SDKs with a line or two of code.
I built the Python library and command-line tool, published on PyPI as projectair (now at version 1.3.1) under the Apache 2.0 license, plus the website and dashboard in SvelteKit. We run it on our own infrastructure too: every request to vindicara.io is recorded and anchored to Rekor every minute.
Impressive work! 👏 Excellent approach to AI agent security, tamper-proof audit trails, and human oversight for more trustworthy AI systems.