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← Unlike code, an agent's knowledge work cannot be judged by its output…
17 connected korrents · 17 moments from 18 Sept 2025 to 21 Sept 2026.
Everything filed under coding agents
coding agents
Everything filed under LLMs
LLMs
Everything filed under design
design
Everything filed under Anthropic
Anthropic
Everything filed under developer tools
developer tools
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Read this korrent: Unlike code, an agent's knowledge work cannot be judged by its output alone; the process, inputs and reasoning have to be examined too.
Unlike code, an agent's knowledge work cannot be judged by its output alone; the process, inputs and reasoning have to be examined too.
Last stated a month ago
30 Aug 2026
TS
Tara Seshan — holds since 2026-08-30 — tap for who they are
Same subject: An AI agent's confidence that something will work is not evidence that it actually will. — tap to centre the map on it
An AI agent's confidence that something will work is not evidence that it actually will.
Last stated 7 months ago
11 Mar 2026
KD
Kent C. Dodds — holds since 2026-03-11 — tap for who they are
Same subject: Seeing exactly how an agent arrived at an outcome builds a different level of trust than receiving a polished result with no visibility into the process. — tap to centre the map on it
Seeing exactly how an agent arrived at an outcome builds a different level of trust than receiving a polished result with no visibility into the process.
Last stated 2 weeks ago
21 Sept 2026
LR
Lenny Rachitsky — holds since 2026-09-21 — tap for who they are
Same subject: The real value of AI coding agents is in the code a developer would never have written themselves, not just what they generate for you. — tap to centre the map on it
The real value of AI coding agents is in the code a developer would never have written themselves, not just what they generate for you.
Last stated 8 months ago
13 Feb 2026
AK
Arvid Kahl — holds since 2026-02-13 — tap for who they are
Same subject: What limits you with coding agents is your own skill at stringing them together, not the capability of the models. — tap to centre the map on it
What limits you with coding agents is your own skill at stringing them together, not the capability of the models.
Last stated 6 months ago
20 Mar 2026
AK
Andrej Karpathy — holds since 2026-03-20 — tap for who they are
Same subject: Working with coding agents is a skill you learn like an instrument; judging the tools after one try is like calling a piano bad after one go. — tap to centre the map on it
Working with coding agents is a skill you learn like an instrument; judging the tools after one try is like calling a piano bad after one go.
Last stated 8 months ago
12 Feb 2026
PS
Peter Steinberger — holds since 2026-02-12 — tap for who they are
Same subject: Making a product work for agents is probably largely a matter of building the right primitives into it, almost as an infrastructural layer. — tap to centre the map on it
Making a product work for agents is probably largely a matter of building the right primitives into it, almost as an infrastructural layer.
Last stated 3 weeks ago
10 Sept 2026
MK
Mike Krieger — holds since 2026-09-10 — tap for who they are
Same subject: Nobody in the coding-agent market is using AI so much better than everyone else that their competitors cannot keep up — the gap you would expect to see simply is not there. — tap to centre the map on it
Nobody in the coding-agent market is using AI so much better than everyone else that their competitors cannot keep up — the gap you would expect to see simply is not there.
Last stated 4 months ago
27 May 2026
DR
Dax Raad — holds since 2026-05-27 — tap for who they are
Same subject: AI for knowledge work will probably follow coding's adoption pattern, with many people first feeling the aha moment in a personal capacity. — tap to centre the map on it
AI for knowledge work will probably follow coding's adoption pattern, with many people first feeling the aha moment in a personal capacity.
Last stated 3 weeks ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — 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 IDE has to be lazy and deferred throughout — a different way of building compilers from the one the textbooks 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 what people can build without lowering the ceiling, and almost every tool quietly 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 how existing apps were historically built undermines its own introduction
Last stated a month ago
31 Aug 2026
CH
Craig Hockenberry — holds since 2026-08-31 — 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 Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 4 weeks ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A language model asked to summarize its own system prompt risks that prompt's content biasing the summary it produces. — tap to centre the map on it
A language model asked to summarize its own system prompt risks that prompt's content biasing the summary it produces.
Last stated 4 weeks ago
2 Sept 2026
SW
Simon Willison — holds since 2026-09-02 — 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 whether it engages and satisfies the reader, not on the tool used to write it.
Last stated a month ago
30 Aug 2026
EP
Eliot Peper — holds since 2026-08-30 — tap for who they are
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 9 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — 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 not give you a smarter model; the intelligence of the model is what decides how much of that window it can 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: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 2 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
same subject or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2015 to today — full is today a face: someone who holds the claim — tap it for who they are