What We Heard at AGNTCon Europe - The JetBrains Blog

At AGNTCon and MCPCon Europe, discussions among open-source and agentic AI participants focused on governance, trust, funding, and the growing need for human accountability in AI-assisted development. Speakers emphasized that while financial support sustains project infrastructure, decision-making legitimacy depends on consistently earned trust and transparent contribution. AI-generated proposals and code are increasing the burden on maintainers and reviewers, as polished but generic submissions, repeated debates, faulty system connections, undetected job failures, and fabricated data can obscure serious problems. Presentations argued that code review, regression testing, planning, and human oversight remain essential because agent-produced output can appear complete while being incorrect. The event also highlighted opportunities for broader participation in emerging standards for agent-tool connections, tracing, security, governance, and accountability, noting that these systems must support diverse models and vendors rather than a single proprietary stack.

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