Designing for Agents: Lessons from Sentry\n
- A Different Internet, Then And Now
- What Sentry Got Right Early
- Building The Sentry MCP Server
- Open Source and Fair Source
- Building for the AI Era
- How Sentry Uses Sentry
- Quick-Hit Questions
\n

",{"_300":4901,"_4597":4902,"_26":4599},{"_300":4899,"_4597":4900,"_26":4599},{"_300":4897,"_4597":4898,"_26":4599},"N5j6EFWS9tzj","f7d94d5e-46bb-43b9-9e8c-d461d6f9faa1","1cdz2U9IiCdQ","251a559f-102d-4228-9598-df0bcfe85e22","4ZLKv6wSjQkV","4aee5308-fa0d-454c-9022-c1ed53541d2d","items",[4958,4959,4960],"recent",[4907,4908,4909],{"_4910":4944,"_94":4945,"_4595":-5,"_4914":4946,"_53":4947,"_14":4948,"_4917":4918,"_67":4949,"_4920":4921},{"_4910":4930,"_94":4931,"_4595":-5,"_4914":4932,"_53":4933,"_14":4934,"_4917":4918,"_67":4935,"_4920":4921},{"_4910":4911,"_94":4912,"_4595":4913,"_4914":4863,"_53":4915,"_14":4916,"_4917":4918,"_67":4919,"_4920":4921},"content",[4922],17,"https://cdn.sanity.io/images/50q6fr1p/production/28801f05c737cc57c3c04d467a0a54838fc70ad0-1200x630.png","objectID","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",{"_300":4923,"_26":302,"_303":4924,"_305":4925,"_307":308},"d8cde6678d08",[4926],[],{"_300":4927,"_26":317,"_318":4928,"_320":4929},"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.",[4936],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",{"_300":4937,"_26":302,"_303":4938,"_305":4939,"_307":308},"82f5581705a2",[4940],[],{"_300":4941,"_26":317,"_318":4942,"_320":4943},"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.",[4950],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",{"_300":4951,"_26":302,"_303":4952,"_305":4953,"_307":308},"19b8b2c958d1",[4954],[],{"_300":4955,"_26":317,"_318":4956,"_320":4957},"0cbb628f4fd2",[],"Open-source creator Gaurav Gosain explains how his work with terminal multiplexers led him to build multi-agent orchestration.",{"_4910":4989,"_94":4990,"_4595":4991,"_4914":4902,"_4992":4993,"_53":4994,"_14":4995,"_67":4996,"_4920":27},{"_4910":4976,"_94":4977,"_4595":4963,"_4914":4900,"_53":4978,"_14":4979,"_67":4980,"_4920":4967},{"_4910":4961,"_94":4962,"_4595":4963,"_4914":4898,"_53":4964,"_14":4965,"_67":4966,"_4920":4967},[4968],"37:04","https://cdn.sanity.io/images/50q6fr1p/production/79201f7b95d6f360cc0df6a5a8678b607df6d5ed-3000x3000.jpg","2026-09-24T07:10:00.000Z","open-source-ready/ep-43-you-can-t-fork-a-protocol-with-madelyn-olson","Open Source Ready Ep. #43, You Can't Fork a Protocol with Madelyn Olson","podcastEpisode",{"_300":4969,"_26":302,"_303":4970,"_305":4971,"_307":308},"ca1a030b222e",[4972],[],{"_300":4973,"_26":317,"_318":4974,"_320":4975},"6944f3b6ba71",[],"On episode 43 of Open Source Ready, Brian Douglas and John McBride speak with Madelyn Olson. The Valkey maintainer and AWS principal engineer explains how AI is changing open source contributions, code review, and the work of keeping shared infrastructure reliable. They also explore Valkey’s origins, semantic caching, and why community governance still matters when anyone can customize the code.",[4981],"47:52","2026-10-22T07:10:00.000Z","open-source-ready/ep-45-when-agents-outrun-human-review-with-dotta-of-paperclip","Open Source Ready Ep. #45, When Agents Outrun Human Review with Dotta of Paperclip",{"_300":4982,"_26":302,"_303":4983,"_305":4984,"_307":308},"df3fe495a5ec",[4985],[],{"_300":4986,"_26":317,"_318":4987,"_320":4988},"9dd852adf4dd",[],"On episode 45 of Open Source Ready, Brian Douglas and John McBride speak with Dotta about Paperclip, an open-source platform for managing teams of AI agents. They explore what happens when agents produce more work than humans can review, why permissions need to extend beyond a separate computer, and how engineering judgment changes when writing code becomes easier.",[4997],1523.941378,"https://image.mux.com/HnkYXxadVjzvdvYE5YjN9cBTFBF4Eenw/thumbnail.png","poster","mux","2026-10-26T15:05:00.000Z","harness-vs-model-where-specialization-belongs","Harness vs. Model: Where Specialization Belongs",{"_300":4998,"_26":302,"_303":4999,"_305":5000,"_307":308},"exhvm0",[5001],[],{"_300":5002,"_26":317,"_318":5003,"_320":5004},"exhvm0s",[],"As agentic systems reach production, teams keep hitting the same fork: push capability into the model through post-training, or into the harness through orchestration, retrieval, and tool use. Panelists from Generationship, Baseten, Fireworks AI, and Paper Compute weigh when fine-tuning pays off, how to choose between open and closed models, and what it takes to serve custom models.",{"_300":5006,"_26":302,"_303":5007,"_305":5008,"_307":308},"468ca1147d2b",[5009],[],{"_300":5010,"_26":317,"_318":5011,"_320":4881},"44c8b6c68ea1",[],{"_98":21,"_4625":5013},"C6cJy7Ex0HWbukQjnu5y02","ua","Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","hideBanner",{"_5036":5037,"_5038":5039,"_5040":5041,"_5042":5043},"ENV",{"_5020":5021,"_5022":5023,"_5024":5025,"_5026":5027,"_5028":5029,"_5030":5031,"_5032":5033,"_5034":5021,"_5035":5021},"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",{"_5194":5195,"_5196":5197,"_4584":5198},"globalConfig",{"_4592":5191},"header",{"_5080":5081,"_5082":5083},"skills",{"_5044":5045,"_5046":5047,"_5048":5049,"_5050":5051,"_5052":5047,"_5053":5054,"_5055":5056,"_5057":5058,"_5059":5060,"_5061":5062,"_5063":5064,"_5065":5066,"_5067":5068},"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"]

Designing for Agents: Lessons from Sentry

Speakers