Berlin | Claude Workshop: Build Agents That Debug and Review with Claude Code

Join a Claude Community Event, organized by local enthusiasts for everyone who loves building with Claude! This edition of Claude Code Berlin is a fully hands-on workshop. The series brings together developers of all levels, from AI beginners to people working in cloud, DevOps and infrastructure. On the night you'll build with Claude Opus 5.5 and Claude Fable 5.1 using Claude Code, with GlassFlow's open-source Tares as the context layer that feeds your agents correlated, real-time data. Part 1: Build an AI SRE with Claude Code and Tares Production incidents rarely come with one clear signal. Logs, metrics, alerts and deploy events live in different places, and an agent is only as good as the context it gets. You'll use Claude Code to scaffold an incident-response agent, wire it to Tares, break a service on purpose, and watch the agent work out what broke and why, then write its root-cause finding back to the timeline. You can also investigate the same incident live from Claude Code over MCP. We'll close with a preview of GlassFlow Rius for tracing your agent's decisions and tool calls. Part 2: Challenge Claude Code with a second model A model reviewing its own work tends to miss the same things twice. You'll pair Claude Code with a challenger model that critiques the plan as soon as Claude leaves plan mode and reviews every commit. Blocking findings send Claude back to fix them before moving on. Tares records the whole exchange on one timeline, then summarizes the session and proposes what the next session in that repo should remember. You decide what to keep. Who it's for Developers, SREs, platform and DevOps engineers, AI engineers, and anyone curious about building agents. Some Python and terminal comfort helps. No prior agent experience needed. What to bring A laptop with Docker, Python 3.11+ and uv (or pipx) installed Claude Code installed and logged in [An Anthropic API key / Workshop credits will be provided] Setup instructions will be emailed to approved attendees a few days before the event. Please complete them at home, since the venue Wi-Fi will be shared by 65 people. Agenda 18:00 Doors, food, drinks and setup help desk 18:15 Welcome and Claude Community intro 18:30 Tares in 10 minutes 18:40 Hands-on, Part 1: Build an AI SRE 19:45 Hands-on, Part 2: Challenge Claude Code with a second model 20:15 Short break 20:30 Build continues and stretch goals 21:00 Show and tell 21:20 Wrap up and what's next 21:30 Networking Hosts Mehul Patel, Claude Ambassadors. Thank you Huge thanks to GlassFlow for hosting us at their venue!