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  1. a16z1h 20m

    How Decagon Runs 90% of Its Agents on Open-Source Models

    Sarah Wang, Kimberly Tan, Jesse Zhang, Ashwin Sreenivas

    Decagon Labs challenges the prevailing 2026 narrative that AI agents will replace all software by establishing a dedicated "model factory" that prioritizes open-source fine-tuning over frontier models to achieve superior latency for voice interactions. The company differentiates its enterprise deployment through a "glass box" approach and its Duet Autopilot system, which automates the creation of agent procedures and reduces production timelines from years to months. Despite rapid international expansion and the lowering of technical barriers, Decagon contends that the primary constraint remains human talent acquisition while affirming that AI will drive new service demand rather than eliminating careers or rendering legacy SaaS obsolete.

  2. a16z54 min

    Building Agents at Home: Homeschooling, Parenting and More | The a16z Show

    Katherine Boyle, Sarah Wang, Jesse Genet

    Former Y Combinator founder Jessie utilizes a fleet of eleven autonomous agents built on the Open-Claw framework to simultaneously manage a homeschooling household for four young children and develop advanced technical products. By adopting a "benevolent neglect" parenting strategy and delegating daily tasks to specialized software agents running on isolated Mac Minis, she successfully reverses typical trade-offs between deep tech work and active family engagement. This operational model demonstrates how non-technical founders can achieve a Cambrian explosion in personal capability, potentially reshaping future domestic economics by making remote, AI-driven parenthood viable without traditional startup pressures.

  3. a16z1h 5m

    Ben Horowitz and Ali Ghodsi: How to Run a $100 Billion Business

    Ben Horowitz, Ali Ghodsi, Sarah Wang, Erik Torenberg

    In 2016, Databricks CEO Ali Ghodsi executed a critical strategic pivot from open-source distribution to a B2B enterprise sales model to overcome the open source paradox and secure proprietary revenue. This transformation required hiring non-PhD sales veterans and forging a high-stakes Microsoft partnership that aligned Databricks' technical capabilities with Microsoft's massive distribution channel. Under Ghodsi's leadership, the company maintained a rigorous acquisition strategy prioritizing cultural fit over immediate financial metrics while retaining top engineering talent through competitive compensation and a private equity structure.

  4. a16z53 min

    From Vibe Coding to Vibe Researching: OpenAI’s Mark Chen and Jakub Pachocki

    Mark Chen, Jakub Pachocki, Anjney Midha, Sarah Wang

    OpenAI researchers Mark and Jakob Sutskever outline a strategic roadmap centered on GPT-5, which aims to mainstream advanced reasoning and automate scientific discovery by merging the capabilities of instant-response and deep-thought models. This approach shifts evaluation metrics from solving static competition problems to generating economically relevant insights and extending autonomous time horizons to several hours through reinforcement learning. The organization distinguishes itself by balancing protected fundamental research teams with product accountability, prioritizing talent that persists through failure to overcome current limitations in coding autonomy and physical robotics.