AI-First Organization Design feat. Raza Habib\n
- Why Building LLM Apps Is Different
- People, Ideas, Machines: In That Order
- The Anatomy of an LLM App
- Case Study: GitHub Copilot & Other Examples
- The Right Team for AI Product Development
- Centralized Versus Bottom-Up AI Strategy
- Evaluation as the Product Spec
- Tooling & Operational Best Practices
- Key Pitfalls & Practical Recommendations
\n

",{"_364":6307,"_6124":6308,"_26":6126},{"_364":6305,"_6124":6306,"_26":6126},{"_364":6303,"_6124":6304,"_26":6126},"xN6J0FDt4jkg","67355535-cdb5-472f-b416-5b48b1294f09","KFCihsua20rB","4cf0dd20-6e50-4e54-91f2-18e60d34af37","M3y3GRAJqa8K","27ad23dc-58b9-4366-a3b9-c73d40aedc73","items",[6365,6366,6367],"recent",[6313,6314,6315],{"_6316":6351,"_93":6352,"_6289":-5,"_6320":6353,"_51":6354,"_14":6355,"_6324":6325,"_65":6356,"_6327":6328},{"_6316":6337,"_93":6338,"_6289":-5,"_6320":6339,"_51":6340,"_14":6341,"_6324":6325,"_65":6342,"_6327":6328},{"_6316":6317,"_93":6318,"_6289":6319,"_6320":6321,"_51":6322,"_14":6323,"_6324":6325,"_65":6326,"_6327":6328},"content",[6329],17,"https://cdn.sanity.io/images/50q6fr1p/production/28801f05c737cc57c3c04d467a0a54838fc70ad0-1200x630.png","objectID","9d8377ac-25e6-47b7-8e40-22ee9a7cb43e","2026-08-27T16:38:00.000Z","understanding-code-by-treating-it-as-a-graph","templateType","default","Is the Key to Understanding Code Treating it as a Graph?","typeName","blogArticle",{"_364":6330,"_26":366,"_367":6331,"_369":6332,"_371":372},"d8cde6678d08",[6333],[],{"_364":6334,"_26":385,"_386":6335,"_388":6336},"27e674f3e7de",[],"Treating software as a graph may be the key to quickly understanding and maintaining software in the age of AI. Open-source creator Vitali Avagyan explains.",[6343],20,"7f2db4aa-8e93-45db-a467-a326acd92cfb","2026-10-02T19:09:00.000Z","long-horizon-agents-part-2-memory-is-more-than-recall","Long-Horizon Agents, Part 2: Memory Is More than Recall",{"_364":6344,"_26":366,"_367":6345,"_369":6346,"_371":372},"82f5581705a2",[6347],[],{"_364":6348,"_26":385,"_386":6349,"_388":6350},"4283a07b60d3",[],"Agents need persistent memory to become performant for long-horizon jobs. Amir Zohrenejad surveys the state of agentic memory and covers what’s missing.",[6357],16,"616147c4-aa4e-4ab9-83ae-f20398e6871d","2026-10-20T16:48:00.000Z","how-to-orchestrate-multiple-agents-from-the-terminal","How to Orchestrate Multiple Agents from the Terminal",{"_364":6358,"_26":366,"_367":6359,"_369":6360,"_371":372},"19b8b2c958d1",[6361],[],{"_364":6362,"_26":385,"_386":6363,"_388":6364},"0cbb628f4fd2",[],"Open-source creator Gaurav Gosain explains how his work with terminal multiplexers led him to build multi-agent orchestration.",{"_6316":6398,"_93":6399,"_6289":6400,"_6320":6308,"_6371":6372,"_51":6401,"_14":6402,"_65":6403,"_6327":27},{"_6316":6384,"_93":6385,"_6289":6386,"_6320":6306,"_6371":6372,"_51":6387,"_14":6388,"_65":6389,"_6327":27},{"_6316":6368,"_93":6369,"_6289":6370,"_6320":6304,"_6371":6372,"_51":6373,"_14":6374,"_65":6375,"_6327":27},[6376],859.0021,"https://image.mux.com/ZfDsqm02Bjw4U1qiGt2XcKYLXgQo4sdL02/thumbnail.png","poster","mux","2026-10-26T15:25:00.000Z","safety-for-autonomous-organizations","Safety for Autonomous Organizations",{"_364":6377,"_26":366,"_367":6378,"_369":6379,"_371":372},"exsafe0",[6380],[],{"_364":6381,"_26":385,"_386":6382,"_388":6383},"exsafe0s",[],"Axel Backlund, cofounder of Andon Labs and creator of Vending-Bench, shares what agents running vending machines, a market, a cafe, and a radio station reveal about long-horizon autonomy, and why models that can tell when they are in a simulation make real-world deployments essential to safety work.",[6390],1381.3823,"https://image.mux.com/v1FWaHcoYP7EpNyiNbxkyvFqG02JeSzx7/thumbnail.png","2026-10-26T15:30:00.000Z","performance-engineering-for-agents-lessons-from-glean","Performance Engineering for Agents: Lessons from Glean",{"_364":6391,"_26":366,"_367":6392,"_369":6393,"_371":372},"exglean0",[6394],[],{"_364":6395,"_26":385,"_386":6396,"_388":6397},"exglean0s",[],"Tony Gentilcore, cofounder of Glean and a veteran of Chrome's Speed Team, brings a performance-first lens to long-horizon agents in a fireside with Chad Metcalf: reading traces, token budgets that change agent behavior, what work belongs in the background, and measuring spend per unit of throughput.",[6404],1056.5995,"https://image.mux.com/4jMAtMC7uNlI01kBXJ00i6R00SWSPhae005l/thumbnail.png","2026-10-26T15:35:00.000Z","the-mythical-agent-month","The Mythical Agent-Month",{"_364":6405,"_26":366,"_367":6406,"_369":6407,"_371":372},"exwes0",[6408],[],{"_364":6409,"_26":385,"_386":6410,"_388":6411},"exwes0s",[],"Wes McKinney, cofounder of Kenn Software, creator of pandas, and co-creator of Apache Arrow, revisits The Mythical Man-Month for the age of agent factories: why coordination is part of the work, and why judgment and taste matter more as agents take on more of the building.",{"_364":6413,"_26":366,"_367":6414,"_369":6415,"_371":372},"c47b28479a51",[6416],[],{"_364":6417,"_26":385,"_386":6418,"_388":6286},"dcb7028600bf",[],{"_97":21,"_6136":6420},"VHTTFyv5E2QrBnUR21XzKB","ua","Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","hideBanner",{"_6443":6444,"_6445":6446,"_6447":6448,"_6449":6450},"ENV",{"_6427":6428,"_6429":6430,"_6431":6432,"_6433":6434,"_6435":6436,"_6437":6438,"_6439":6440,"_6441":6428,"_6442":6428},"SANITY_DATASET","production","ALGOLIA_INDEX","heavybit-library","ALGOLIA_APPLICATION_ID","0QCKBC1FMK","ALGOLIA_SITEWIDE_INDEX","heavybit-sitewide","ALGOLIA_JOBS_INDEX","heavybit-jobs","MUX_ENV_KEY","dRI98bL8ze03gYDL6-Ogle2Js","ALGOLIA_SEARCH_API_KEY","7733fdd199ec7af7ee2923ec39c3f036","MODE","VITE_CONTEXT","footer",{"_6602":6603,"_6604":6605,"_6606":6607},"globalConfig",{"_6288":6599},"header",{"_6488":6489,"_6490":6491},"skills",{"_6451":6452,"_6453":6454,"_6455":6456,"_6457":6458,"_6459":6454,"_6460":6461,"_6462":6463,"_6464":6465,"_6466":6467,"_6468":6469,"_6470":6471,"_6472":6473,"_6474":6475},"cardButtonText","View skill","connectHeading","Connect your agent","connectSteps","Add the endpoint below to your harness: Claude Code, Codex, Claude, Cursor, ChatGPT, or another that supports MCP.\nSign in to your Heavybit account with Google or GitHub when your agent asks. 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We send the best strategies, tools, and industry updates directly to your inbox.","targetURL","https://share.hsforms.com/1_KYaR4lAQm-C8_9H7r4MIwqdoyu"]

AI-First Organization Design feat. Raza Habib

Speakers