Haider.

we've gotten really good at making voice agents sound human but i think we're still missing something more important: understanding the human on the other side @hume_ai is launching its Decision API which analyzes audio directly and lets developers ask questions about tone, emot

one of the more interesting things happening in AI right now is the shift from personal assistants to agents that can actually work together @zenzap lets businesses create AI agents, connect them to existing tools and automate workflows

i like @digitalocean's new agent stack especially Simulations being able to test agents against real production scenarios, evaluate entire conversations and mock expensive tool calls before shipping changes is a big deal could be huge for production agents

i think building capable agents is getting easier than making them work reliably in real enterprise systems every customer has different objects, fields, permissions, and workflows Ampersand handles that integration complexity, including authentication, retries, and monitoring

one of the harder parts of building agents is knowing if they actually work outside a clean demo Era by Eon generates a synthetic company with connected CRM data, tickets, Slack, files, calls, and more, so you can test how agents handle real workflows across systems i think thi