E181: Why Multimodal Is the Future of AI Data Workloads
Chang She is Co-Founder & CEO of LanceDB, the multimodal lakehouse platform. Their open source data format lance has over 5K stars on GitHub and is a modern columnar data format for ML and LLMs implemented in Rust.LanceDB has raised $41M from investors including Theory Ventures, CRV, and Essence VC. In this episode, we dig into:Early focus: autonomous vehicles; solved real-time analysis limits with Lance format → 9,000% performance gain.Multi-modal AI taking off (vision, audio, text); Midjourney & Runway as pioneers; audio now a major category.How they built trust through open source.Integrated workflows (data prep + search + embedding) going beyond vector DBs; education needed to show full value.Cloud/serverless launch in 2023–24 enabled seamless local-to-production use.Future bets: audio infra, robotics, spatial reasoning; vector DBs risk irrelevance if they don’t evolve.
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36:31
E180: Why Kubernetes Still Needs Simplifying: The Nadrama Story
Ryan Djurovich is the Founder & CEO of Nadrama, the open source infrastructure automation platform that deploys containers instantly. In this episode, we dig into:Kubernetes challenges that still exist today – setup and operations are notoriously hard and complex.What great developer experience means to him – focused on making deployments super simple by streamlining infrastructure and common tasks.Core value of Nadrama – developers just want to deploy apps; Nadrama abstracts away infrastructure pain.His view on what being truly open source means (including using the Apache 2.0 license) Ryan's user discovery process - talking directly with as many users as possible, mining his network / folks he's worked with in the past, community events & meetups.Navigating the earliest days of Nadrama Security philosophy – believes in baseline security for all accounts (not just enterprise), informed by a Cloudflare background.
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32:42
E179: LLMs for Software Maintenance (the Grit Story)
Morgante Pell is the Founder of Grit, the developer tool that puts software maintenance on autopilot and was acquired by Honeycomb in April 2025. In this episode, we dig into:The Grit product and how LLMs have made software maintenance much more efficient Launching GritQL - Grit's embedded query language for searching and transforming codeTheir early focus on the JavaScript community The motivation for Grit to open sourceHow AI generated code has put pressure on software maintenanceWhere new problems have been created by AI-generated code The acquisition by Honeycomb - motivation, integration, and how the deal happened
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43:01
E178: Building Safer AI Agents with Portia AI
Emma Burrows is Co-Founder & CTO of Portia AI, the platform to build AI agents in regulated environments. Their open source Python SDK provides a developer framework for predictable and stateful agentic workflows. Portia AI has raised around $5M from investors including General Catalyst and First Minute Capital.In this episode, we dig into:Why they built an end-to-end platform from agent planning to deployment The focus on accuracy as their true north star metric Their paid contribution program How their found their initial ICP in regulated industries Why 2026 will be the year of agents Her best fundraising advice (hint: never really stop fundraising)
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32:44
E177: RunReveal's Anti SIEM SIEM Platform (With AI That Actually Works!)
Alan Braithwaite is Co-Founder & CTO of RunReveal, the security data platform with real-time monitoring, built-in detections, and AI-powered investigations. Today, they manage and analyze security logs for teams at Harvey, ClickHouse, Cloudflare, and Temporal. RunReveal has multiple open source projects including event stream processing library kawa and query language pql. RunReveal has raised from investors including Costanoa, Modern Technical Fund, and Runtime Ventures. In this episode, we dig into:Why today's modern security teams are rethinking data management The benefits of building RunReveal on ClickHouse How they worked with early believers / customers like TemporalTheir open source strategy and building trust with the community through open sourcing components like their event processing libraryTheir MCP server and enabling security teams to use AI to automate investigations (including the launch of their new remote MCP server)
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