Article summary — original

This Week at YC: Open-Sourcing 'QM' Multi-Agent Harness, Startup School Talks, and Community News Y Combinator's August 2026 newsletter highlights the open-source release of its internal multi-agent framework 'QM', published talks from Startup School 2026, an upcoming internship expo, and recent community funding rounds. YC open-sourced 'QM' under an MIT license, a cloud-first multi-agent harness with native Slack and web UI used across its internal teams. Recordings from Startup School 2026 in San Francisco were released, featuring speakers such as Jensen Huang, Sam Altman, and Patrick Collison. YC is hosting a Startup Internship Expo on August 15 at YC HQ featuring more than 50 YC companies hiring for Summer 2027. The latest YC Paper Club focused on multi-GPU kernel optimization, intelligence per watt, and heterogeneous inference infrastructure. Portfolio and industry highlights include funding for Array Labs ($21M) and Weave ($13.5M), alongside developments in AI-operated retail. Internal Tools and YC Events YC released QM, an internal multi-agent harness open-sourced under the MIT license. Designed to be easily customizable, QM is cloud-first, features native web and Slack interfaces, and is used across YC's accounting, legal, events, and engineering departments. Additionally, YC published talks from Startup School 2026, featuring founders and executives including Jensen Huang, Sam Altman, Boris Cherny, Patrick Collison, Jeff Dean, Alexandr Wang, and Blake Scholl. YC also announced the Startup Internship Expo on August 15 at YC HQ, allowing students to interview onsite with over 50 YC startups for Summer 2027 roles. Technical Research and Community Highlights Presentations from the latest YC Paper Club addressed multi-GPU kernel optimization, local inference intelligence per watt, AI-generated GPU kernel benchmarking, heterogeneous inference design, and GPU-accelerated game engines for reinforcement learning. In community news, Array Labs secured $21 million to build satellite tracking services with Mitsubishi Electric, while another startup raised $13.5 million to address developer token expenditure. Further highlighted coverage noted an Anthropic office vending machine project expanding into AI-operated stores, as well as major AI providers distributing free computing power to secure startup market share.

Article summary — zh

YC 本周动态：开源多智能体框架 QM 及 Startup School 演讲发布 Y Combinator 在 2026 年 8 月 2 日的本周通讯中宣布开源内部多智能体框架 QM，并汇总了 Startup School 演讲、实习博览会及近期社区动态。 YC 开源内部多智能体管理框架 QM，基于 MIT 协议并具备云原生及 Slack、Web UI 支持。 发布 Startup School 2026 演讲视频，邀请了 Jensen Huang、Sam Altman 等嘉宾。 YC 将于 8 月 15 日举办面向 2027 年夏季实习的创业公司实习博览会。 YC Paper Club 聚焦多 GPU 内核优化及异构推理基础设施。 社区动态包括 Array Labs 融资 2100 万美元、防止开发者过度消耗 Token 的初创公司获 1350 万美元融资等。 YC 最新项目与活动 YC 决定开源其内部使用的多智能体框架“QM”，采用 MIT 许可协议，具备易定制与云原生特点，支持 Slack 和 Web 界面，广泛用于财务、法律、活动和工程等全公司业务。同时，YC 上线了 Startup School 2026 的演讲合辑，嘉宾涵盖 Jensen Huang、Sam Altman、Patrick Collison 和 Jeff Dean 等人。此外，YC 将于 8 月 15 日在总部举办创业实习博览会，邀请 50 余家 YC 公司为学生提供 2027 年夏季实习现场面试机会。最新一期 YC Paper Club 则讨论了多 GPU 内核优化、每瓦智能度、异构推理与强化学习 GPU 游戏引擎等前沿主题。 社区亮点与行业报道 通讯汇总了多项外部媒体报道与社区进展，包括 Array Labs 完成由三菱电机领投的 2100 万美元融资用于开发卫星追踪服务；一家旨在防止开发者过度消耗 Token 的初创公司获得 1350 万美元投资；Anthropic 办公室内由 AI 运营的自动售货机在一年内演变为 AI 运营的商店和咖啡馆；以及科技巨头向初创公司提供大量免费算力以争夺市场份额的相关报道。

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| | | | | | | | | | | | | | | This Week at YC **August 2nd, 2026** | | | | ✨ **The Latest** | | | | | | | | [Watch Every Startup School 2026 Talk](https://www.youtube.com/playlist?list=PLEb7ftOB0yf0) Last week at Startup School in San Francisco, we brought together some of the world's best founders, engineers, and researchers to share what they've learned building ambitious companies and new technologies. Hear from Jensen Huang, Sam Altman, Boris Cherny, Patrick Collison, Jeff Dean, Alexandr Wang, Blake Scholl, and more, in conversations about startups, technology, company building, and leadership. | | | | | | | | [Open-Sourcing YC's Internal Multiplayer Agent Harness](https://github.com/yc-software/qm) We’ve decided to open-source a multi-agent harness we use internally at YC. We call it “QM” and it’s meant to be easy to customize, like Hermes or OpenClaw, but useful for a whole company. We use it across accounting, legal, events, and engineering (including building QM itself!). The whole project is under an MIT license. It is cloud-first and has Slack and web UI natively. | | | | | | | | [YC Startup Internship Expo](https://events.ycombinator.com/2027-summer-internship-expo) The best way to learn AI is to work at an AI startup. On August 15, we're inviting ambitious students to YC HQ to meet founders and engineers from 50+ YC companies. Roam the expo hall to meet founders (and collect swag), startups pitch you, interview onsite, and land your Summer 2027 internship – co-ops and more. | | | | | | | | [Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More](https://youtu.be/n8dz2FX0_uY) At our latest YC Paper Club, researchers and builders presented on multi-GPU kernel optimization, intelligence per watt for local inference, AI-generated GPU kernels and benchmarking, heterogeneous inference infrastructure design, and GPU-accelerated game engines for reinforcement learning. | | | | | | 🌎 YC Community Highlights/news from YC and YC companies | | | | | | | | [**Array Labs Raises $21 Million To Develop Satellite Tracking Services With Mitsubishi Electric**](https://www.tectonicdefense.com/exclusive-array-labs-raises-21m-led-by-mitsubishi-electric/) Tectonic | | | | | | | | [**This startup just raised $13.5M to stop developers from tokenmaxxing**](https://www.businessinsider.com/weave-funding-tokenmaxxing-startup-y-combinator-ai-coding-spend-developers-2026-7) Business Insider | | | | | | | | [**Anthropic’s office launched an AI-run vending machine. It evolved into AI-run stores and cafes within a year**](https://fortune.com/2026/06/02/anthropic-office-vending-machine-ai-agents-vendo-andon-lukas-petersson/) Fortune | | | | | | | | [**AI Giants Are Handing Out Tons of Free Computing Power to Grab Startup Share**](https://www.wsj.com/tech/ai/ai-giants-are-handing-out-tons-of-free-computing-power-to-grab-startup-share-c00a5c5c) WSJ | | | | | | [🚀 **The Launchpad**](http://ycombinator.com/launches) [Some of the most recent launches from YC companies](http://ycombinator.com/launches) | | | | | | | | [Find more YC companies and discover new products](https://www.ycombinator.com/launches) | | | | | | [🔥 **Hacker News**](https://news.ycombinator.com) [Top posts from this week](https://news.ycombinator.com) | | | | [Read more on Hacker News](https://news.ycombinator.com) | | | | | | **More YC resources:** [Apply to YC](https://www.ycombinator.com/apply) \| [YC Library](https://www.ycombinator.com/library) | | | | *Copyright © 2026 Y Combinator, All rights reserved.* Want to change how you receive these emails? You can [update your preferences](https://ycombinator.us7.list-manage.com/profile?u=6507bf4e4c2df3fdbae6ef738&id=547725049b&e=[UNIQID]&c=3330c96c48) or [unsubscribe from this list](https://ycombinator.us7.list-manage.com/unsubscribe?u=6507bf4e4c2df3fdbae6ef738&id=547725049b&t=b&e=[UNIQID]&c=3330c96c48). |