Context is King #3 - Context Engineering for AI Coding Agents
Context is King is back for a third edition. After sold-out events in Helsinki and San Francisco, we're doubling down on what makes this series work: real implementation stories from engineers building at the AI frontier.
This time, the focus is strictly on context engineering for AI coding agents.
Building a weekend prototype with AI is easy. But how do agents actually understand a massive, legacy codebase? What context do they need to go from a single prompt to a fully working pull request without hallucinating, breaking your architecture, or ignoring business rules?
We're bringing engineers from companies building at the frontier to break it down — with live demos and concrete examples.
🎤 Talks & demos
Code is Just the Beginning: The Era of Compounding Context (Esko Vähämäki, Co-Founder & CTO, ConfidentialMind)
How context becomes the real interface between humans, agents, and production systems – powering workflows across engineering, product, and sales.
Context Engineering for GPU Training with Agents (Erik Kaunismäki, Software Engineer, Hugging Face)
Rewriting developer tools so AI agents can actually use GPU infrastructure without misconfiguration and bugs.
What Enterprise-Scale AI Context Actually Looks Like (Sami Salonen, VP Product Engineering, F-Secure)
Bridging the gap between vision and practice in company-wide context engineering, with live demos featuring Claude Code.
Practical Application of Rules vs Skills in AI-Driven Development (Olena Babenko, Staff Software Engineer, Aiven)
Comparing rules and skills through AI-driven unit test refactoring – with real results from Aiven's experiments.
Demo: Open-Source Code as Context for Coding Agents (Olli-Pekka Heinisuo, Co-Founder & CTO, GitHits)
Demo: From JIRA Ticket to PR: Autonomous Agent Orchestration (Speaker TBD, Wolt)
Demo: Shared Context Across Teams and AI Agents (Graham Daw — Co-Founder & CTO, Kaiku)
📅 Agenda
Doors open at 17:00
17:00 - 17:30: Networking with light bites and drinks
17:30 - 19:00: Presentations + Q&A
19:00 - 20:30: Networking
Doors close at 20:30
👋 About the organizers
Aiven is an open-source data infrastructure platform providing managed databases, streaming, and analytics — including PostgreSQL, Apache Kafka, OpenSearch, and ClickHouse — across all major clouds.
Flow AI builds the infrastructure layer that lets data and analytics SaaS companies deploy AI agents directly on their production data — with structured query execution, semantic data layer, and multi-tenant isolation.