DEV.BG @ Cloud Office: Office Tech Talks
Office Tech Talks is DEV.BG’s event series that brings the tech community together at the offices of leading technology companies. Each event features practical talks, real-world industry experience, Q&A sessions, and opportunities to connect with fellow professionals.
Talk 1: From Cloud to Agents: Building What’s Next on AWS
AI agents are the new reality. Creating a prototype is a matter of one day but running them in production takes real architecture, security, governance and resilience.
In this deep-dive session, we follow the path from a cloud-native foundation to production-grade agentic applications on AWS.
We start with the building blocks: foundation models on Amazon Bedrock, tool integration through MCP, and how an agent reasons, plans and acts. Then we look at what changes in production: identity and least-privilege access for agents, session and long-term memory, guardrails, observability, and cost and latency control with Amazon Bedrock AgentCore.
Through sharing best practices and real-world proven patterns, Andreas will examine what actually works, and the mistakes teams make when moving from proof of concept to production – a real production-readiness checklist that you can apply to your own workloads.
Talk 2: AWS Agentic Operations: Real Life Examples
Georgi Gocev draws directly from Cloud Office’s production trenches to showcase how agentic workflows, multi-step reasoning, and robust guardrails are put into practice across live AWS environments. Attendees will leave with battle-tested architecture approaches and practical strategies to safely automate complex cloud operations.
Building an AI agent prototype can take less than a day, but deploying and managing autonomous agents in live production environments requires robust architecture, effective governance, advanced security, and operational resilience.
- Architecting for Production: How to establish foundation models on Amazon Bedrock, integrate external tools using Model Context Protocol (MCP), and structure multi-step agent reasoning, planning, and actions.
- Security & Least-Privilege Identity: Practical implementations of least-privilege access for autonomous agents, session persistence, long-term memory handling, and security guardrails.
- Observability & Cost Governance: Managing real-world agent behavior, monitoring latency, and controlling operational costs using Amazon Bedrock AgentCore.
- Field-Tested Implementation Patterns: Direct takeaways and architectural lessons from Cloud Office’s AWS production trenches to automate complex cloud operations safely.
- Production-Readiness Checklist: A battle-tested blueprint to audit and validate your workloads before moving from POC to production.
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