Agentic Web #03 — When Millions of Agents Hit the Web

A web workflow that works for one agent can behave very differently when many agents need fresh context and dependable access at the same time. Concurrency, traffic patterns, failures, and infrastructure costs become part of the product experience. Join HackerSquad and Bright Data for the third Agentic Web meetup: an evening on what changes when millions of agents depend on the live web. We'll look at the infrastructure choices behind reliable access, how teams coordinate requests and browser work, and how they understand what is happening when demand grows. The evening begins with a few demos that make these challenges concrete, followed by a panel discussion with practitioners and an extended networking session for builders working across the agent and web-data stack. What we'll explore Coordinating concurrent web access, managing queues and retries, and using caching where it makes sense. Balancing freshness, latency, reliability, and cost as agent workloads grow. Observing failure patterns, evaluating service quality, and building systems that recover gracefully. Who this is for Founders, infrastructure engineers, agent framework builders, and teams operating agents or web-data services at scale. Bring the bottleneck you expect next, or the lesson you learned when a working prototype met real traffic. Schedule All times are Pacific Time (America/Los_Angeles). 5:00 PM — Doors Open: Check in, meet fellow builders, and settle in. 5:45 PM — Programming Begins: A few short demos, with builders showing their work and sharing the data and engineering decisions behind it. 6:15 PM — Panel Discussion: A conversation with practitioners about the evening's topic, followed by audience questions. 7:00 PM — Networking: Continue the conversation with founders, engineers, researchers, and the teams behind the demos. 8:30 PM — Doors Close. Location and registration Join us at Bright Data — Web Data Loft, 625 2nd St, San Francisco, CA 94107. Hosted by HackerSquad and presented by Bright Data. Attendance is free, with registration subject to approval. Demo teams and panelists will be announced.