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← Four things about a context window decide what an agent does next: its…

17 connected korrents · 14 moments from 18 Mar 2024 to 21 Oct 2026.

Everything filed under LLMs LLMs Everything filed under Anthropic Anthropic Everything filed under OpenAI OpenAI Everything filed under coding agents coding agents Everything filed under design design Everything filed under agency agency Everything filed under AI agents AI agents Everything filed under developer tools developer tools Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Four things about a context window decide what an agent does next: its size, whether the information in it is correct, whether information is missing, and the trajectory it is already on. Four things about a context window decidewhat an agent does next: its size, whetherthe information in it is correct, whetherinformation is missing, and the trajectoryit is already on. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it A bigger context window does notgive you a smarter model; theintelligence of the model is whatdecides how much of that window itcan actually attend to. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: Every announcement of a longer context window hides the cost, which is that the model gets worse at following instructions. — tap to centre the map on it Every announcement of a longercontext window hides the cost, whichis that the model gets worse atfollowing instructions. Last stated 2 years ago 19 Jun 2024 AS Aravind Srinivas — holds since 2024-06-19 — tap for who they are Same subject: The point of context engineering is to do as much work as possible in the smart zone — roughly the first hundred thousand tokens of the context window. — tap to centre the map on it The point of context engineering isto do as much work as possible inthe smart zone — roughly the firsthundred thousand tokens of thecontext window. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: If you will write a huge markdown file so an agent has context, you should have written the documentation that gives a human the same context. — tap to centre the map on it If you will write a huge markdownfile so an agent has context, youshould have written thedocumentation that gives a human thesame context. Last stated 5 months ago 3 Jun 2026 KH Kelsey Hightower — holds since 2026-06-03 — tap for who they are Same subject: Before an agent generates any UI for an exploration, have it describe the approaches in text, which is quicker to judge as directionally right or wrong. — tap to centre the map on it Before an agent generates any UI foran exploration, have it describe theapproaches in text, which is quickerto judge as directionally right orwrong. Last stated 2 months ago 18 Aug 2026 PM Patrick Morgan — holds since 2026-08-18 — tap for who they are Same subject: An agent repeats its own history: whatever it did on the last change — ran the tests or skipped them — is what it will do on the next one, because it is predicting the next message in the conversation. — tap to centre the map on it An agent repeats its own history:whatever it did on the last change —ran the tests or skipped them — iswhat it will do on the next one,because it is predicting the nextmessage in the conversation. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: How much someone needs to know depends on whether they want a fun demo or prototype or a product to sustain over time. — tap to centre the map on it How much someone needs to knowdepends on whether they want a fundemo or prototype or a product tosustain over time. Last stated 7 months ago 25 Mar 2026 FG Flora Guo — holds since 2026-03-25 — tap for who they are Same subject: Two agents are better than one: your agent can hand another agent far more context about you than you could ever type. — tap to centre the map on it Two agents are better than one: youragent can hand another agent farmore context about you than youcould ever type. Last stated 5 months ago 24 May 2026 DS Dan Shipper — holds since 2026-05-24 — tap for who they are Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it A benchmark that ranks Claude Codelast while it stays first in use ismeasuring the wrong thing, and hasbeen for a year. Last stated 2 months ago 3 Sept 2026 DR Dax Raad — holds since 2026-09-03 — tap for who they are Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it A skill is a set of repeatable,specific instructions that augmentswhat Claude Code can do. Last stated 7 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are Same subject: A story's quality depends on whether it engages and satisfies the reader, not on the tool used to write it. — tap to centre the map on it A story's quality depends on whetherit engages and satisfies the reader,not on the tool used to write it. Last stated 2 months ago 30 Aug 2026 EP Eliot Peper — holds since 2026-08-30 — tap for who they are Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it A PHP vulnerability found withGPT-5.6 Sol will cause havoc thisweek. Last stated yesterday 21 Oct 2026 PS Peter Steinberger — holds since 2026-10-21 — tap for who they are Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it A startup should not begin life as anonprofit and bolt a for-profit armon later, whatever OpenAI's ownhistory suggests. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it Advertising was a necessary phasefor the internet but a momentaryindustry, and an AI people pay foris better because they know theanswers are not influenced byadvertisers. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: A compiler that also serves an IDE has to be lazy and deferred throughout — a different way of building compilers from the one the textbooks teach. — tap to centre the map on it A compiler that also serves an IDEhas to be lazy and deferredthroughout — a different way ofbuilding compilers from the one thetextbooks teach. Last stated 5 months ago 13 May 2026 AH Anders Hejlsberg — holds since 2026-05-13 — tap for who they are Same subject: A good tool raises the floor of what people can build without lowering the ceiling, and almost every tool quietly lowers the ceiling. — tap to centre the map on it A good tool raises the floor of whatpeople can build without loweringthe ceiling, and almost every toolquietly lowers the ceiling. Last stated a year ago 18 Sept 2025 TL Tobias Lütke — holds since 2025-09-18 — tap for who they are Same subject: A new API framework that ignores how existing apps were historically built undermines its own introduction — tap to centre the map on it A new API framework that ignores howexisting apps were historicallybuilt undermines its ownintroduction Last stated 2 months ago 31 Aug 2026 CH Craig Hockenberry — holds since 2026-08-31 — tap for who they are
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At the centre Four things about a context window decide what an agent does next: its size, whether the information in it is correct, whether information is missing, and the trajectory it is already on. Last stated 15 Jul 2026 · 3 months ago Holds Dex Horthy Read this korrent →