> Markdown version of [/events/world-congress-2026-europe/sessions/1006-what-500-production](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1006-what-500-production). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # What 500+ Production Environments Taught Us About Shipping AI Agents - **Date:** Thursday, Jul 9, 2026 - **Time:** 10:50–11:20 (30 min) - **Room:** Stage 2 - **Event:** World Congress 2026 Europe ## Recording [Watch recording](https://www.wearedevelopers.com/videos/100024-what-500-production-environments-taught-us-about-shipping-ai-agents) ## Description Building an impressive AI agent demo has never been easier. Shipping it to hundreds of production environments is a completely different problem. This talk draws on the experience of building and deploying Olly, Coralogix's agentic observability system, across hundreds of organizations. If you're building AI agents - or planning to - you'll leave with a clearer picture of where the real challenges live, and where to focus your energy before your users find the gaps for you. ## Speaker ### [Liran Hason](https://www.wearedevelopers.com/@liran-hason) VP of AI at Coralogix ## Related talks at this congress - [5 things I wish I hadn’t done building my AI agent](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1152-5-things-i-wish-i) — Shachar Azriel - [Build a Production-Ready AI Agent in 90 Minutes](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1664-build-a-production) — Tamas Piros - [Build a Production-Ready AI Agent in 90 Minutes](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/957-build-a-production) — Tamas Piros - [Build Agents Once, Run Them Anywhere: AI Systems That Survive Change](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1471-build-agents-once) — Isha Salania