Abir from Wavelink: AI trust infrastructure, built in Dubai

I'm Abir, a creative technologist and founder of Wavelink, where we work on AI trust infrastructure. I'm based in Dubai and work as an AI solution architect. I also co-founded Deep Blue Digital 2.0, a marketplace for creators, influencers and students, and I'm Wavelink's chief strategist.

In my day-to-day I work across several models, including Z.ai, Qwen, Gemini and DeepSeek, along with Google AI Studio and Apollo.io. On GitHub I've been sharing small agent experiments and test setups, including some end-to-end work on SWE-AF. Much of this is still early, and I'm working out which pieces are worth turning into something people can rely on.

What I'd love from the community is feedback from anyone who has built a voice verification or trust layer for agents, especially how you decided what to measure first. I'm glad to swap notes with anyone who has been through it.