Thursday, January 15, 2026

Exploring Two Innovative Approaches to AI-Assisted Engineering – Alex Gavrilescu

Embracing the Future of Developer Workflows

In a world rapidly shaped by AI, developers are experiencing a transformation in their coding processes. The evolution of coding assistants, from GitHub Copilot to autonomous CLI-based agents, is revolutionizing our approach.

Key Highlights:

  • Steer Mode:

    • Enhances coding efficiency with real-time guidance.
    • Requires developers to master not just code but also prompting and context engineering.
    • Offers increased velocity, multitasking, and precision, but comes with cognitive load challenges.
  • Delegate Mode:

    • Allows developers to function as leads, guiding AI with high-level specs.
    • Facilitates better communication and quality assurance, while still ensuring human oversight during deployment.
    • Risks include potential skill atrophy and longer troubleshooting sessions due to reduced code familiarity.

Looking Ahead: By 2026, we anticipate the rise of Agentic Orchestration, where developers will juggle multiple projects and focus on high-level observability.

💡 Curious about how AI is reshaping developer workflows? Share your thoughts below!

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