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Most AI products fail the same three security tests.
The system prompt can be extracted in under 10 minutes.
The guardrails block obvious jailbreaks but miss indirect prompt injection through documents, RAG sources and tool outputs.
There are no runtime evidence logs, so when a regulator or enterprise client asks "prove your model behaved", there is nothing to show.
I work on exactly this. That's my product AI Prompt Shield in the screenshot below, a guardrail API with runtime evidence logging mapped to OWASP's agentic security guidance and the EU AI Act. I have also published a book on LLM security and write about AI governance and compliance.
What I offer here on Contra, all fixed scope, no hourly meters:
LLM security and prompt injection audits
System prompt hardening and prompt engineering
AI governance documentation packs aligned to the EU AI Act
Technical writing on AI security and compliance
If you are shipping anything with an LLM inside it, get it tested before a user or a competitor does it for free. DM me.
#aisecurity #llm #promptengineering #aigovernance #euaiact #compliance #promptinjection #technicalwriting
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 Secret Behind Stunning AI Videos Isn't Just the AI. It's the Prompt.
Over the past few days, I worked with a client on an AI morphing video project, where one face seamlessly transforms into another while maintaining realism, facial expressions, and smooth transitions.
At first glance, many people assume AI does all the work. It doesn't.
The quality of the final result depended heavily on how well the prompt was written.
A small change in wording completely changed the output. The right prompt produced smooth, cinematic transitions. The wrong prompt resulted in distorted faces, inconsistent lighting, or unnatural movements.
That's when it becomes clear that AI is only as good as the instructions you give it.
Prompt engineering is quickly becoming one of the most valuable digital skills. Whether you're creating videos, images, websites, software, or marketing content, knowing how to communicate with AI is what separates average results from professional ones.
The future isn't about replacing creativity with AI.
It's about combining creativity with the right prompts to unlock what AI is truly capable of.
If you're a business owner, content creator, or entrepreneur, now is the perfect time to start leveraging AI to create compelling visual stories, strengthen your brand, and engage your audience faster than ever before.
What has been your biggest challenge when using AI? Share it in the comments. I'd love to discuss it with you.
Follow me for practical AI tips, tech insights, and real world experiences that help you stay ahead.
I designed and developed an AI-assisted application-building system that supports product definition, architecture, code generation, testing, review, deployment and controlled iteration.
Unlike unrestricted code generation, the platform uses structured workflows, specialist agents, human approvals, validation gates and deployment controls to create more accountable and reproducible software builds.
