Harness Engineering: State of the Art in Agent Harnesses
Harness Engineering is hot topic at the moment and this is a highly technical event focused on Harness Engineering for AI agents, especially cover the Coding Agents.
As models become more capable, the biggest performance gains are increasingly coming from how agents are orchestrated, evaluated, and controlled, not just the models themselves.
Recent advancements across the ecosystem are showing that smarter harness design (planning loops, context management, verification mechanisms, error recovery, and execution runtimes) can deliver outsized improvements, often outperforming model upgrades alone on the same underlying LLM. This has made harness engineering one of the most critical and exciting areas in agent development right now.
🧰Harness Engineering Innovations
The recent papers in this area on Meta Harness and Natural Language Agent Harnesses making lot of waves in this space that we can cover in the event.
This session brings together engineers who are actively building these systems in practice. We’ll dive into how coding agent harnesses are really designed, what commonly breaks in real-world deployments, and how teams are evolving toward more robust, scalable, and maintainable agent architectures.
Agenda:
5:30 – 6:00 PM → Doors open, networking & light snacks
6:00 – 6:40 PM → Talk 1 (TBC)
6:45 – 7:25 PM → Talk 2 (TBC)
7:30 – 8:10 PM → Panel Discussion (3–4 panelists from companies building coding agent harnesses – TBC)
8:10 PM onward → Open networking & deeper discussions
Speakers & Panelists: TBC We are inviting engineers actively working on harnesses for coding agents from leading labs and companies in the agentic coding space.
We especially welcome participation from the AWS/Kiro team to share insights on spec-driven agentic runtimes and autonomous capabilities.
Who should attend?
AI/ML engineers, agent builders, infrastructure teams, and developers focused on building or optimizing reliable coding agents beyond basic prompting or simple frameworks. Expect deep technical discussion and practical takeaways.
Space is limited — RSVP early.