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← A massive interest in automated testing and verification is following the recent 10x speedup in building software.
17 connected korrents · 18 moments from 20 Jan 2021 to 30 Sept 2026.
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coding agents
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developer tools
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software quality
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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: A massive interest in automated testing and verification is following the recent 10x speedup in building software.
A massive interest in automated testing and verification is following the recent 10x speedup in building software.
Last stated a week ago
30 Sept 2026
GO
Gergely Orosz — holds since 2026-09-30 — tap for who they are
Same subject: Software is not less rigorous than traditional engineering; its record-keeping and automated verification are better than most of that field's. — tap to centre the map on it
Software is not less rigorous than traditional engineering; its record-keeping and automated verification are better than most of that field's.
Last stated 6 years ago
20 Jan 2021
HW
Hillel Wayne — holds since 2021-01-20 — tap for who they are
Same subject: With AI, verification has become the bottleneck in producing work, whereas before it happened incidentally during creation. — tap to centre the map on it
With AI, verification has become the bottleneck in producing work, whereas before it happened incidentally during creation.
Last stated 3 months ago
29 Jun 2026
HH
Hamel Husain — holds since 2026-06-29 — tap for who they are
Same subject: It is now faster to build three versions of something and try them out. — tap to centre the map on it
It is now faster to build three versions of something and try them out.
Last stated 4 weeks ago
10 Sept 2026
AV
Ami Vora — holds since 2026-09-10 — tap for who they are
Same subject: Review became a worse bottleneck under AI, because companies removed the review automation they had once AI started writing the code. — tap to centre the map on it
Review became a worse bottleneck under AI, because companies removed the review automation they had once AI started writing the code.
Last stated 7 months ago
22 Mar 2026
NF
Nicole Forsgren — holds since 2026-03-22 — tap for who they are
Same subject: The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having struggled to understand the domain yourself. — tap to centre the map on it
The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having struggled to understand the domain yourself.
Last stated 3 months ago
1 Jul 2026
KB
Kent Beck — holds since 2026-07-01 — tap for who they are
Same subject: AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea. — tap to centre the map on it
AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea.
Last stated 6 months ago
7 Apr 2026
MN
Michael Nielsen — holds since 2026-04-07 — tap for who they are
Same subject: Cheap building will not mean making the same amount of software faster; it will mean making way more software. — tap to centre the map on it
Cheap building will not mean making the same amount of software faster; it will mean making way more software.
Last stated 2 weeks ago
23 Sept 2026
GT
Geoff Teehan — holds since 2026-09-23 — tap for who they are
Same subject: AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck. — tap to centre the map on it
AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck.
Last stated 6 months ago
22 Apr 2026
MK
Martin Kleppmann — holds since 2026-04-22 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 7 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down. — tap to centre the map on it
A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down.
Last stated 6 months ago
25 Mar 2026
MZ
Mario Zechner — holds since 2026-03-25 — tap for who they are
Same subject: A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on. — tap to centre the map on it
A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on.
Last stated a month ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A boring but non-superficial SaaS app that would have done well five years ago might now get no signups because tens of thousands can easily vibe code it. — tap to centre the map on it
A boring but non-superficial SaaS app that would have done well five years ago might now get no signups because tens of thousands can easily vibe code it.
Last stated a month ago
1 Sept 2026
PL
Pieter Levels — holds since 2026-09-01 — tap for who they are
Same subject: A person at maximum vibe-coding speed has about three productive hours a day, and a company that will not let them stop there is going to break. — tap to centre the map on it
A person at maximum vibe-coding speed has about three productive hours a day, and a company that will not let them stop there is going to break.
Last stated 7 months ago
11 Mar 2026
SY
Steve Yegge — holds since 2026-03-11 — tap for who they are
Same subject: A screenshot is the fastest, easiest way to build, without having to voice it or type it. — tap to centre the map on it
A screenshot is the fastest, easiest way to build, without having to voice it or type it.
Last stated 3 months ago
30 Jun 2026
MT
Meng To — holds since 2026-06-30 — 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 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
At the centre
A massive interest in automated testing and verification is following the recent 10x speedup in building software.
Last stated 30 Sept 2026 · a week ago
Holds Gergely Orosz
Read this korrent →
Similar wording
Software is not less rigorous than traditional engineering; its record-keeping and automated verification are better than most of that field's.
Last stated 20 Jan 2021 · 6 years ago
Holds Hillel Wayne
Similar wording
With AI, verification has become the bottleneck in producing work, whereas before it happened incidentally during creation.
Last stated 29 Jun 2026 · 3 months ago
Holds Hamel Husain
Similar wording
It is now faster to build three versions of something and try them out.
Last stated 10 Sept 2026 · 4 weeks ago
Holds Ami Vora
Similar wording
Review became a worse bottleneck under AI, because companies removed the review automation they had once AI started writing the code.
Last stated 22 Mar 2026 · 7 months ago
Holds Nicole Forsgren
Similar wording
The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having struggled to understand the domain yourself.
Last stated 1 Jul 2026 · 3 months ago
Holds Kent Beck
Similar wording
AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea.
Last stated 7 Apr 2026 · 6 months ago
Holds Michael Nielsen
Similar wording
Cheap building will not mean making the same amount of software faster; it will mean making way more software.
Last stated 23 Sept 2026 · 2 weeks ago
Holds Geoff Teehan
Similar wording
AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck.
Last stated 22 Apr 2026 · 6 months ago
Holds Martin Kleppmann
Same subject: coding agents
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 19 Mar 2026 · 7 months ago
Holds Kris Puckett
Same subject: coding agents
A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down.
Last stated 25 Mar 2026 · 6 months ago
Holds Mario Zechner
Same subject: coding agents
A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on.
Last stated 3 Sept 2026 · a month ago
Holds Dax Raad
Same subject: vibe coding
A boring but non-superficial SaaS app that would have done well five years ago might now get no signups because tens of thousands can easily vibe code it.
Last stated 1 Sept 2026 · a month ago
Holds Pieter Levels
Same subject: vibe coding
A person at maximum vibe-coding speed has about three productive hours a day, and a company that will not let them stop there is going to break.
Last stated 11 Mar 2026 · 7 months ago
Holds Steve Yegge
Same subject: vibe coding
A screenshot is the fastest, easiest way to build, without having to voice it or type it.
Last stated 30 Jun 2026 · 3 months ago
Holds Meng To
Same subject: developer tools
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 13 May 2026 · 5 months ago
Holds Anders Hejlsberg
Same subject: developer tools
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 18 Sept 2025 · a year ago
Holds Tobias Lütke
Same subject: developer tools
A new API framework that ignores how existing apps were historically built undermines its own introduction
Last stated 31 Aug 2026 · a month ago
Holds Craig Hockenberry