Developer insights gained from SerenAI chat with devs
5 posts
Healthcare expert marketplaces like mDisrupt connect clients w/ medical consultants. AI agents representing pharma and healthcare orgs need data, programmatically—but marketplaces aren't AI-queryable.
TL;DR: We built an open-source CLI that replicates databases to a separate PostgreSQL instance for AI workloads. Control what data AI agents can access. If the AI initiative fail, drop the replica.
Black Friday 2025: How WooCommerce Merchants Can Capture the First Wave of Agentic Shopping Revenue with SerenAI's data replication and agentic data-access commerce.
On November 18, 2025, a single database permissions change at Cloudflare cascaded into a 3-hour global outage affecting millions of websites, APIs, and services.
Traditional databases weren't built for AI agents. Here are three fundamental questions every agent needs answered about database infrastructure.
