Beyond Code Completion: Building Next-Gen AI Engineering Agents | Princeton Research Insights

An exclusive keynote from Daytona AI Builders SF March 2025: Kilian Lieret, PhD (Princeton University) reveals cutting-edge insights on building autonomous software engineering agents far beyond basic code completion.

🔬 Key Research Findings:

• Latest benchmark results showing 3x improvement in AI coding capabilities

• Critical components for building reliable engineering agents

• Real-world performance data from SWE-agent framework

• Practical solutions for context window management

TIMESTAMPS:

0:00 - Introduction

4:15 - Benchmark Evolution & Results

12:30 - Building Reliable Agents

18:45 - SWE-agent Architecture

25:20 - Engineering Challenges

32:40 - Q&A

Kilian Lieret: https://www.lieret.net/

🛠️ Featured Tools & Frameworks:

SWE-agent (Open Source): https://github.com/SWE-agent/SWE-agent

SWE-bench: https://www.swebench.com/

Daytona: https://www.daytona.io/waitlist

From Daytona AI Builders SF March '25 @ GitHub HQ - bringing together leading researchers and engineers in AI development.

#AIEngineer #SoftwareAgents #MachineLearning #Princeton #DaytonaAI