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From Copilots to Agentic SE Teammates: Engineering the SE 3.0 Era with AI-Native Workflows – Ahmed E. Hassan
Session Outline:
What is SE 3.0? – A new paradigm of Agentic Software Engineering where autonomous, goal-oriented AI collaborators evolve from passive copilots to proactive teammates.
Why SE 2.0 Isn’t Enough – Limitations of current FM-powered copilots: developer overload, fragmented workflows, and lack of agentic behavior and trust.
The SE 3.0 Agentic Stack:
Teammate.next – Adaptive, personalized agentic partners capable of shared goals and proactive decision-making.
IDE.next – Intent-first, conversation-driven development environments designed for agent collaboration.
Compiler.next – Multi-objective code generation powered by agents optimizing for quality, performance, and compliance.
Runtime.next – SLA-aware, distributed execution environments orchestrating both human and agent workflows.
Introducing AIDev – The first large-scale dataset capturing AI-agent-generated pull requests across 61K+ repositories.
What AIDev Reveals – Agentic contributions at scale and speed—yet facing acceptance, coordination, and complexity gaps.
Beyond Benchmarks – Why real-world agentic data (AIDev) exposes gaps that synthetic benchmarks like SWE-bench miss.
Research & Engineering Opportunities – Benchmarking agent trust, modeling collaboration, and embedding governance into Agentic SE workflows.
Call to Action – Building metrics, tooling, and safeguards to fully realize Agentic SE 3.0 in practice.
