mlsanityData to 14 Oct 2026

Skills for the future software profession: beyond agentic AI!

arXiv 2606.21894 ↗First posted 20 Jun 2026cs.SE cs.AIcited by 0

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Abstract (arXiv)

As coding agents are rapidly changing software engineering, a natural question is: what are the core skills needed by future software engineers? To identify where software engineering is headed and thus what skills will be needed, we summarize the results of two round-tables with researchers and industrial practitioners, held in 2026 in New York and Singapore. One key finding is that verification and validation is increasing in importance as agents handle implementation, as highlighted by anecdotes from the events. From our observations, we identify the skills developers need in the agentic era of development, with implications for training and educating future software engineers in coming years.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 20 Jun 2026.

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3 of 10 references.

References · 3

  1. 2024Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verificationcited by 27
  2. 2026Developer Interaction Patterns with Proactive AI: A Five-Day Field Studycited by 7
  3. 2025Agentic Verification of Software Systemscited by 6

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  2. 2026SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?
  3. 2025Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding in 2025
  4. 2026SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
  5. 2026Rethinking Software Engineering for Agentic AI Systems
  6. 2026Authoring Agent Skills: A Software-Engineering Approach
  7. 2026Why Software Engineering Is Indispensable in the Age of Coding Agents
  8. 2026SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering