Machine Learning into Production podcast, interview style
Episodes
5 Jun 2026
iFood Pago leverages AI-driven tools like ChatBank to automate financial services for Brazilian restaurants, balancing automation with personalization while addressing challenges in scaling AI, risk management, and the impact of declining training costs on software accessibility.
Open episode2 Jun 2026
The text explores using genetic Pareto principles for parallel agent optimization and introduces Sazabi, an AI-native observability platform that replaces traditional telemetry with log-based analysis, natural language queries, and AI-driven alerts, emphasizing log-centric simplicity and secure, dynamic agent testing.
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29 May 2026
AI reshapes software engineering by shifting to AI-integrated workflows, demanding balance between efficiency and productivity, maintaining code quality, mastering new tools like RocketRide, ensuring observability, and managing integration complexities across models and pipelines.
Open episode28 May 2026
Modern AI architecture, infrastructure challenges, open-source vs. proprietary models, and safety-critical conversational agents for mental health via Bell and Kids Help Phone's hackathon, alongside GPU efficiency, scalable frameworks, and balancing innovation with control in deployment.
Open episode28 May 2026
The MLOps community is forming the Agentic AI Foundation under the Linux Foundation to govern open-source projects like MCP and agents.md, maintain existing community activities, launch an ambassador program, and rebrand the podcast as "Agentic Conversations."
Open episode26 May 2026
Just Eat Takeaway evolves through AI-driven innovation, voice interfaces, and wearables, focusing on agentic commerce agents, super apps, and no-app models while addressing privacy, device continuity, and logistics challenges like autonomous delivery.
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19 May 2026
AI agents evolve from question-answering systems to autonomous task execution, requiring risk management through governance frameworks, security measures, human oversight, and ethical integration to address operational, compliance, and safety challenges while balancing AI capabilities with accountability.
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15 May 2026
Managing long-running agents requires state checkpointing and rehydration for fault tolerance, balancing durability with scalability via modular architectures, orchestration frameworks like Temporal, open standards, and simplified agent designs that separate concerns and leverage existing infrastructure.
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12 May 2026
iFood's ILO AI agent leverages a Learning Context Model to deliver hyper-personalized food recommendations by integrating diverse AI techniques, navigating cultural nuances, and balancing familiar and novel choices while addressing multi-channel design, latency, scalability, data alignment, and experimental innovation challenges.
Open episode8 May 2026
Sophia, an AI-powered travel concierge using a multi-agent system and decentralized collaboration, aims to streamline bookings, in-trip services, and personalized experiences through AI-driven automation, chat/voice interfaces, and orchestration layers, while expanding capabilities and reducing friction in travel processes.
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