https://www.infoq.com InfoQ Automation Presentations feed https://www.infoq.com/presentations/duolingo-ai-literacy-code-review/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-presentations <img src="https://res.infoq.com/presentations/duolingo-ai-literacy-code-review/en/mediumimage/sarah-deitke-medium-1788338781338.jpeg"/><p>Sarah Deitke discusses how Duolingo drives cultural AI adoption beyond tooling access. She explains their internal AI literacy workshops and observability dashboards, then shares a case study on redesigning code review using an automated PR risk-assessment bot. Deitke demonstrates how pairing targeted developer education with safe AI guardrails speeds up delivery without increasing defect rates.</p> <i>By Sarah Deitke</i> Developer Experience Culture QCon London 2026 Adoption Transcripts Artificial Intelligence Metrics Automation Code Reviews AI, ML & Data Engineering Culture & Methods Development Architecture & Design presentation Wed, 16 Sep 2026 11:00:00 GMT https://www.infoq.com/presentations/duolingo-ai-literacy-code-review/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-presentations Sarah Deitke 2026-09-16T11:00:00Z /presentations/duolingo-ai-literacy-code-review/en https://www.infoq.com/presentations/ai-agent-testing-evaluation/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-presentations <img src="https://res.infoq.com/presentations/ai-agent-testing-evaluation/en/mediumimage/zhou-yu-medium-1787813732120.jpeg"/><p>Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn how Columbia and Arklex AI use synthetic user personas, trajectory entropy, and automated CI/CD pipelines to evaluate multi-turn agents, catch edge cases before deployment, and scale self-learning workflows in production.</p> <i>By Zhou Yu</i> Large language models Data Automated testing Testing Agents Quality Reliability Performance Transcripts Simulation QCon AI Boston 2026 Performance Evaluation AI, ML & Data Engineering Development Architecture & Design presentation Mon, 07 Sep 2026 11:00:00 GMT https://www.infoq.com/presentations/ai-agent-testing-evaluation/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-presentations Zhou Yu 2026-09-07T11:00:00Z /presentations/ai-agent-testing-evaluation/en