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In this special episode, Kristiina and Niko sit down with Antti Parviainen, Senior AI Agent Developer at Digital Workforce, to explore what it’s really like to build AI agents, from the daily coding tools and frameworks to evaluation pipelines and customer use cases. They discuss how Antti and the team are developing the Agent Workforce solution for insurance claims automation and how rapidly evolving models like GPT-5 and Claude Sonnet 4.5 are changing what’s possible in AI-driven development. Plus: 📊 Wharton 2025 Enterprise GenAI Study 🧠 OpenAI’s “AI Research Intern” plans for 2026–2028 🧩 Microsoft’s Magentic Marketplace for agentic benchmarking 💻 Claude Code vs Cursor IDE – developer’s view 🔍 Evals and LangQuis for testing AI reasoning ⚙️ Building the Agent Workforce multi-agent framework 🎧 Listen also on Spotify and Apple Podcasts. 🔔 Subscribe for weekly discussions on AI, automation, and the future of intelligent work. ⸻ ⏱️ Chapters & Timestamps 00:00 Teaser 01:00 Intro 02:05 Meet Antti Parviainen 03:00 Wharton GenAI Study 2025 07:05 OpenAI AI Research Intern timeline 08:45 Microsoft Magentic Marketplace 10:20 Life as an AI Agent Developer: Antti Parviainen 12:24 Daily tools – ChatGPT, Cursor & Claude Code 14:15 Staying up to date in AI development 16:00 Claude Code vs Cursor – which to use when 18:35 Inside Claude’s new “skills” feature 19:10 Tips for starting to build AI agents 22:32 What is Agent Workforce 24:00 Surprises from customer projects 25:00 Model improvements (GPT-5 & Sonnet 4.5) 27:52 Evaluations & LangQuis (Evals) 31:00 Wrap-up & final reflections ⸻ 🌐 Links from this episode: 🔗 Wharton GenAI Study 2025: https://ai.wharton.upenn.edu/wp-content/uploads/2025/10/2025-Wharton-GBK-AI-Adoption-Report_Full-Report.pdf 🔗 OpenAI “AI Research Intern” livestream on YouTube: https://www.youtube.com/watch?v=ngDCxlZcecw&t=390s 🔗 Microsoft Magentic Marketplace: https://microsoft.github.io/multi-agent-marketplace/ ⸻ 🌐 More from us: Digital Workforce – https://digitalworkforce.com Agent Academy – https://agentacademy.ai Agent Workforce – https://agent-workforce.com 📣 Follow us on: LinkedIn: Digital Workforce Services Instagram: @digitalworkforce