2026-07-16 –, Conference Hall Complex (S4)
What holds open source together when the code is done? Recent research paints a worrying picture: 58% of open source maintainers have considered stepping back, and over two-thirds of OSS work is non-code labor: conflict mediation, mentoring, documentation, governance, and emotional labor.Most of it unpaid, invisible, and unrewarded. These pressures are disproportionately carried by community leads and underrepresented contributors.
As open source scales across companies, foundations, and global teams, outdated governance models built to manage code is today being asked to manage humans, and they’re failing or buckling under the weight of human complexity. We continue to optimise for commits while ignoring emotional load, collaboration friction, and psychological safety, the very factors that determine sustainability.
I’ve lived this tension as a Service Delivery Manager and community leader. I’ve helped build and sustain communities, but I’ve also reached the point of emotional exhaustion, questioning whether my unseen contributions mattered at all.
This talk argues that ignoring emotional labor is no longer neutral , it is actively harmful. We’ll explore how modern governance approaches, supported by AI-driven tooling such as sentiment analysis, workload dashboards, and governance bots, can surface invisible work, distribute responsibility more fairly, and prevent burnout before it becomes exit.If open source is to survive its own success, we must start treating its human systems with the same rigor as its technical ones.
Joyce Dzifa Lokko is a Quality Assurance and Agile Delivery Lead with extensive experience guiding engineering teams through scaling, reliability, and incident management. She specializes in improving delivery processes, strengthening system resilience, and aligning technical execution with business goals. Dzifa has supported university students entering tech through Python community initiatives and actively mentors through Django Girls and PyLadies Ghana. She serves as Communications Lead for PyCon Ghana 2025 and recently spoke at DjangoCon Africa 2025 on applying chaos engineering principles to Django applications. Her work bridges quality assurance, agile practices, and resilient system design.