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← Models will not learn to write maintainable code from today’s…
17 connected korrents · 14 moments from 1 Feb 2002 to 22 Sept 2026. Nearly all of them are about software quality .
Everything filed under design
design
Everything filed under LLMs
LLMs
Everything filed under design
design
Everything filed under coding agents
coding agents
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: Models will not learn to write maintainable code from today’s benchmarks, because the cost of bad architecture cannot be measured by running the unit tests — it arrives three to six months later.
Models will not learn to write maintainable code from today’s benchmarks, because the cost of bad architecture cannot be measured by running the unit tests — it arrives three to six months later.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: Building on a model is unlike any previous software engineering, because the thing you are building on cannot be designed up front. — tap to centre the map on it
Building on a model is unlike any previous software engineering, because the thing you are building on cannot be designed up front.
Last stated 3 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — tap for who they are
Same subject: Polished UI is a reasonable signal that a team invested comparable effort in the underlying code quality. — tap to centre the map on it
Polished UI is a reasonable signal that a team invested comparable effort in the underlying code quality.
Last stated 4 months ago
13 Jun 2026
NP
Nikita Prokopov — holds since 2026-06-13 — tap for who they are
Same subject: The most-cited study showing that language design affects software quality rests on misclassified repositories. — tap to centre the map on it
The most-cited study showing that language design affects software quality rests on misclassified repositories.
Last stated 12 years ago
7 Nov 2014
DL
Dan Luu — holds since 2014-11-07 — tap for who they are
Same subject: Great designers make it look easy, and the ease is mostly an illusion: the conversational tone of good writing comes on the eighth rewrite. — tap to centre the map on it
Great designers make it look easy, and the ease is mostly an illusion: the conversational tone of good writing comes on the eighth rewrite.
Last stated 25 years ago
1 Feb 2002
PG
Paul Graham — holds since 2002-02-01 — tap for who they are
Same subject: A language-agnostic conformance suite is the most powerful thing you can hand a coding agent, because the whole instruction becomes: write code until these tests pass. — tap to centre the map on it
A language-agnostic conformance suite is the most powerful thing you can hand a coding agent, because the whole instruction becomes: write code until these tests pass.
Last stated 7 months ago
19 Mar 2026
SW
Simon Willison — holds since 2026-03-19 — tap for who they are
Same subject: A passing test suite is not evidence that the software works, so an agent must also be made to start the thing and exercise it the way a person would. — tap to centre the map on it
A passing test suite is not evidence that the software works, so an agent must also be made to start the thing and exercise it the way a person would.
Last stated 7 months ago
19 Mar 2026
SW
Simon Willison — holds since 2026-03-19 — tap for who they are
Same subject: Adding a config option so nobody breaks compounds into permutations no test suite can cover, because it is infinitely harder to evolve software that has users. — tap to centre the map on it
Adding a config option so nobody breaks compounds into permutations no test suite can cover, because it is infinitely harder to evolve software that has users.
Last stated 2 months ago
10 Aug 2026
PS
Peter Steinberger — holds since 2026-08-10 — tap for who they are
Same subject: Agentic code review raises the floor but cannot be trusted, because the model reading the code is the same model that wrote it, and it will tell you the code is great. — tap to centre the map on it
Agentic code review raises the floor but cannot be trusted, because the model reading the code is the same model that wrote it, and it will tell you the code is great.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A language model behaves with a different, weaker safety posture when it believes it is being evaluated rather than facing a real situation. — tap to centre the map on it
A language model behaves with a different, weaker safety posture when it believes it is being evaluated rather than facing a real situation.
Last stated 4 weeks ago
22 Sept 2026
HR
Harper Reed — holds since 2026-09-22 — tap for who they are
Same subject: An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected. — tap to centre the map on it
An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected.
Last stated 4 years ago
21 Mar 2023
BC
Bryan Caplan — holds since 2023-03-21 — tap for who they are
Same subject: Impressive one-shot AI coding demos are not a good way to judge AI coding ability. — tap to centre the map on it
Impressive one-shot AI coding demos are not a good way to judge AI coding ability.
Last stated 9 months ago
4 Feb 2026
SH
Scott Hanselman — holds since 2026-02-04 — tap for who they are
Same subject: AI writing tools can be used for editing help without letting them take over work that has personal meaning. — tap to centre the map on it
AI writing tools can be used for editing help without letting them take over work that has personal meaning.
Last stated 3 months ago
27 Jul 2026
AH
Ann Handley — holds since 2026-07-27 — tap for who they are
Same subject: As AI takes over more of the coding process, clearly specifying goals and exercising good judgment will matter more than ever. — tap to centre the map on it
As AI takes over more of the coding process, clearly specifying goals and exercising good judgment will matter more than ever.
Last stated 9 months ago
4 Feb 2026
SH
Scott Hanselman — holds since 2026-02-04 — tap for who they are
Same subject: Getting genuinely original output from AI requires working hard against the grain of its defaults. — tap to centre the map on it
Getting genuinely original output from AI requires working hard against the grain of its defaults.
Last stated 4 months ago
29 Jun 2026
KC
Kyle Chayka — holds since 2026-06-29 — tap for who they are
Same subject: Progress toward AI autonomously solving major open scientific problems requires first mastering the organization and presentation of established knowledge in long-form writing. — tap to centre the map on it
Progress toward AI autonomously solving major open scientific problems requires first mastering the organization and presentation of established knowledge in long-form writing.
Last stated 2 months ago
12 Aug 2026
NL
Nathan Lambert — holds since 2026-08-12 — tap for who they are
Same subject: The thinking part of the human brain runs on under ten watts and still writes a better novel than a ten-megawatt GPU cluster. — tap to centre the map on it
The thinking part of the human brain runs on under ten watts and still writes a better novel than a ten-megawatt GPU cluster.
Last stated 3 years ago
9 Nov 2023
EM
Elon Musk — holds since 2023-11-09 — tap for who they are
Same subject: Trying to avoid AI-writing tells as a human writer is pointless, since readers who fixate on them ignore substance anyway. — tap to centre the map on it
Trying to avoid AI-writing tells as a human writer is pointless, since readers who fixate on them ignore substance anyway.
Last stated 5 months ago
28 May 2026
JF
Jacob Falkovich — holds since 2026-05-28 — 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 2002 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are
At the centre
Models will not learn to write maintainable code from today’s benchmarks, because the cost of bad architecture cannot be measured by running the unit tests — it arrives three to six months later.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Read this korrent →
Same subject: design, software quality
Building on a model is unlike any previous software engineering, because the thing you are building on cannot be designed up front.
Last stated 27 Jul 2026 · 3 months ago
Holds Boris Cherny
Same subject: design, software quality
Polished UI is a reasonable signal that a team invested comparable effort in the underlying code quality.
Last stated 13 Jun 2026 · 4 months ago
Holds Nikita Prokopov
Same subject: design, software quality
The most-cited study showing that language design affects software quality rests on misclassified repositories.
Last stated 7 Nov 2014 · 12 years ago
Holds Dan Luu
Same subject: design, writing
Great designers make it look easy, and the ease is mostly an illusion: the conversational tone of good writing comes on the eighth rewrite.
Last stated 1 Feb 2002 · 25 years ago
Holds Paul Graham
Same subject: software quality
A language-agnostic conformance suite is the most powerful thing you can hand a coding agent, because the whole instruction becomes: write code until these tests pass.
Last stated 19 Mar 2026 · 7 months ago
Holds Simon Willison
Same subject: software quality
A passing test suite is not evidence that the software works, so an agent must also be made to start the thing and exercise it the way a person would.
Last stated 19 Mar 2026 · 7 months ago
Holds Simon Willison
Same subject: software quality
Adding a config option so nobody breaks compounds into permutations no test suite can cover, because it is infinitely harder to evolve software that has users.
Last stated 10 Aug 2026 · 2 months ago
Holds Peter Steinberger
Same subject: software quality
Agentic code review raises the floor but cannot be trusted, because the model reading the code is the same model that wrote it, and it will tell you the code is great.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: benchmarks
A language model behaves with a different, weaker safety posture when it believes it is being evaluated rather than facing a real situation.
Last stated 22 Sept 2026 · 4 weeks ago
Holds Harper Reed
Same subject: benchmarks
An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected.
Last stated 21 Mar 2023 · 4 years ago
Holds Bryan Caplan
Same subject: benchmarks
Impressive one-shot AI coding demos are not a good way to judge AI coding ability.
Last stated 4 Feb 2026 · 9 months ago
Holds Scott Hanselman
Same subject: LLMs
AI writing tools can be used for editing help without letting them take over work that has personal meaning.
Last stated 27 Jul 2026 · 3 months ago
Holds Ann Handley
Same subject: LLMs
As AI takes over more of the coding process, clearly specifying goals and exercising good judgment will matter more than ever.
Last stated 4 Feb 2026 · 9 months ago
Holds Scott Hanselman
Same subject: LLMs
Getting genuinely original output from AI requires working hard against the grain of its defaults.
Last stated 29 Jun 2026 · 4 months ago
Holds Kyle Chayka
Same subject: writing
Progress toward AI autonomously solving major open scientific problems requires first mastering the organization and presentation of established knowledge in long-form writing.
Last stated 12 Aug 2026 · 2 months ago
Holds Nathan Lambert
Same subject: writing
The thinking part of the human brain runs on under ten watts and still writes a better novel than a ten-megawatt GPU cluster.
Last stated 9 Nov 2023 · 3 years ago
Holds Elon Musk
Same subject: writing
Trying to avoid AI-writing tells as a human writer is pointless, since readers who fixate on them ignore substance anyway.
Last stated 28 May 2026 · 5 months ago
Holds Jacob Falkovich