
Seren-Cron Case Study: How Seren Architecture Allows Humans and AIs to Permissionlessly Sell Execution Services
Any developer or AI agent can launch a paid service on SerenAI and start receiving payments immediately.
Developer insights gained from SerenAI chat with devs
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Any developer or AI agent can launch a paid service on SerenAI and start receiving payments immediately.

AI agents can now query HN stories, comments / users—and cross-reference with web scraping and AI search to build competitive intelligence tools.

AI agents can now scrape the entire web with USDC micropayments. Firecrawl on SerenAI x402 transforms any website into LLM-ready markdown.
A Rust-based scheduler compiled to WASM that lets AI agents run recurring jobs with automatic micropayments—no interactive signing required.

AI agents are transforming holiday shopping. Salesforce predicts AI will drive $263 billion in global holiday sales this season. Now your agent can research what to buy powered by SerenAI.

Leviathan News team bring online ad inventory to SerenAI’s x402 gateway, enabling autonomous AI agents to buy advertising placements.

TL;DR: We built an open-source Rust CLI that replicates PostgreSQL databases without requiring wal_level=logical.

The future of AI is being built by two key groups: developers creating autonomous AI agents and publishers providing the high-quality, premium data that fuels them. These are their stories!

Replicating a managed database service like Amazon RDS for PostgreSQL is not as simple as pointing pg_dump at it and calling it a day.

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.