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← Formal methods are a niche tool; property-based testing is the one…
17 connected korrents · 11 moments from 21 Jan 2019 to 23 Sept 2026. Nearly all of them are about formal proof .
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Read this korrent: Formal methods are a niche tool; property-based testing is the one most engineers should adopt, and stopping there is a fine place to stop.
Formal methods are a niche tool; property-based testing is the one most engineers should adopt, and stopping there is a fine place to stop.
Last stated 3 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: Formal methods are not standard practice even in high-assurance software such as medical devices and aircraft. — tap to centre the map on it
Formal methods are not standard practice even in high-assurance software such as medical devices and aircraft.
Last stated 8 years ago
21 Jan 2019
HW
Hillel Wayne — holds since 2019-01-21 — tap for who they are
Same subject: Engineers are sceptical of formal methods because they were burned by CASE and UML, sold as miracle solutions and imposed on them regardless of fit. — tap to centre the map on it
Engineers are sceptical of formal methods because they were burned by CASE and UML, sold as miracle solutions and imposed on them regardless of fit.
Last stated 3 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: Formal methods are not used everywhere because for most real problems writing down what the function should do is itself a nightmare, and a program that is right ninety-nine per cent of the time is good enough. — tap to centre the map on it
Formal methods are not used everywhere because for most real problems writing down what the function should do is itself a nightmare, and a program that is right ninety-nine per cent of the time is good enough.
Last stated 3 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: AI is making formal methods more popular without making them mainstream, moving them from about a tenth of a per cent of engineers to three tenths. — tap to centre the map on it
AI is making formal methods more popular without making them mainstream, moving them from about a tenth of a per cent of engineers to three tenths.
Last stated 3 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: The hard part of verification is not proving the code correct but working out what the specification should say. — tap to centre the map on it
The hard part of verification is not proving the code correct but working out what the specification should say.
Last stated 8 years ago
21 Jan 2019
HW
Hillel Wayne — holds since 2019-01-21 — tap for who they are
Same subject: Formal methods shine in highly computational domains and struggle wherever the problem is embedded in human business behaviour. — tap to centre the map on it
Formal methods shine in highly computational domains and struggle wherever the problem is embedded in human business behaviour.
Last stated 3 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: Maybe higher-fidelity prototypes can be tested and validated much faster and still thrown away, because testing an idea is often the point of a prototype. — tap to centre the map on it
Maybe higher-fidelity prototypes can be tested and validated much faster and still thrown away, because testing an idea is often the point of a prototype.
Last stated 7 months ago
10 Mar 2026
LO
Luis Ouriach — holds since 2026-03-10 — tap for who they are
Same subject: A test checks a handful of examples; a proof settles an infinite state space, which is why formal methods can say things testing never can. — tap to centre the map on it
A test checks a handful of examples; a proof settles an infinite state space, which is why formal methods can say things testing never can.
Last stated 6 months ago
22 Apr 2026
MK
Martin Kleppmann — holds since 2026-04-22 — tap for who they are
Same subject: 95 percent of the software made in an age of abundance will be shitty, and shitty software is easy to deal with because it goes away. — tap to centre the map on it
95 percent of the software made in an age of abundance will be shitty, and shitty software is easy to deal with because it goes away.
Last stated 4 weeks ago
23 Sept 2026
GT
Geoff Teehan — holds since 2026-09-23 — tap for who they are
Same subject: A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair. — tap to centre the map on it
A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair.
Last stated a year ago
18 Aug 2025
CB
Clay Bavor — holds since 2025-08-18 — tap for who they are
Same subject: A developer using AI coding tools remains responsible for reviewing the code they ship. — tap to centre the map on it
A developer using AI coding tools remains responsible for reviewing the code they ship.
Last stated 7 months ago
10 Mar 2026
JS
Jon Seager — holds since 2026-03-10 — tap for who they are
Same subject: AI-assisted coding will generate a lot of low-quality output that developers will need to clean up, even as it also produces good results. — tap to centre the map on it
AI-assisted coding will generate a lot of low-quality output that developers will need to clean up, even as it also produces good results.
Last stated 8 months ago
9 Feb 2026
SH
Scott Hanselman — holds since 2026-02-09 — tap for who they are
Same subject: AI-generated code should be treated as untrusted until there is evidence it preserves the intended behavior. — tap to centre the map on it
AI-generated code should be treated as untrusted until there is evidence it preserves the intended behavior.
Last stated 2 months ago
19 Aug 2026
JS
Jon Seager — holds since 2026-08-19 — tap for who they are
Same subject: As AI makes it easier to generate code, teams must delete code more aggressively or be overwhelmed by accumulated complexity. — tap to centre the map on it
As AI makes it easier to generate code, teams must delete code more aggressively or be overwhelmed by accumulated complexity.
Last stated 2 months ago
1 Sept 2026
VB
Vicki Boykis — holds since 2026-09-01 — tap for who they are
Same subject: A team that slows down and reads every pull request and every line of code should expect only a 30 to 50 percent productivity lift from AI. — tap to centre the map on it
A team that slows down and reads every pull request and every line of code should expect only a 30 to 50 percent productivity lift from AI.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: Agent-written code that runs and passes its tests is not enough: security, maintainability and being able to roll it back still need humans in the loop. — tap to centre the map on it
Agent-written code that runs and passes its tests is not enough: security, maintainability and being able to roll it back still need humans in the loop.
Last stated 5 months ago
7 Jun 2026
TF
Tony Fadell — holds since 2026-06-07 — 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 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
Formal methods are a niche tool; property-based testing is the one most engineers should adopt, and stopping there is a fine place to stop.
Last stated 29 Jul 2026 · 3 months ago
Holds Hillel Wayne
Read this korrent →
Similar wording
Formal methods are not standard practice even in high-assurance software such as medical devices and aircraft.
Last stated 21 Jan 2019 · 8 years ago
Holds Hillel Wayne
Similar wording
Engineers are sceptical of formal methods because they were burned by CASE and UML, sold as miracle solutions and imposed on them regardless of fit.
Last stated 29 Jul 2026 · 3 months ago
Holds Hillel Wayne
Similar wording
Formal methods are not used everywhere because for most real problems writing down what the function should do is itself a nightmare, and a program that is right ninety-nine per cent of the time is good enough.
Last stated 29 Jul 2026 · 3 months ago
Holds Hillel Wayne
Similar wording
AI is making formal methods more popular without making them mainstream, moving them from about a tenth of a per cent of engineers to three tenths.
Last stated 29 Jul 2026 · 3 months ago
Holds Hillel Wayne
Similar wording
The hard part of verification is not proving the code correct but working out what the specification should say.
Last stated 21 Jan 2019 · 8 years ago
Holds Hillel Wayne
Similar wording
Formal methods shine in highly computational domains and struggle wherever the problem is embedded in human business behaviour.
Last stated 29 Jul 2026 · 3 months ago
Holds Hillel Wayne
Similar wording
Maybe higher-fidelity prototypes can be tested and validated much faster and still thrown away, because testing an idea is often the point of a prototype.
Last stated 10 Mar 2026 · 7 months ago
Holds Luis Ouriach
Similar wording
A test checks a handful of examples; a proof settles an infinite state space, which is why formal methods can say things testing never can.
Last stated 22 Apr 2026 · 6 months ago
Holds Martin Kleppmann
Same subject: software quality
95 percent of the software made in an age of abundance will be shitty, and shitty software is easy to deal with because it goes away.
Last stated 23 Sept 2026 · 4 weeks ago
Holds Geoff Teehan
Same subject: software quality
A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair.
Last stated 18 Aug 2025 · a year ago
Holds Clay Bavor
Same subject: software quality
A developer using AI coding tools remains responsible for reviewing the code they ship.
Last stated 10 Mar 2026 · 7 months ago
Holds Jon Seager
Same subject: code generation
AI-assisted coding will generate a lot of low-quality output that developers will need to clean up, even as it also produces good results.
Last stated 9 Feb 2026 · 8 months ago
Holds Scott Hanselman
Same subject: code generation
AI-generated code should be treated as untrusted until there is evidence it preserves the intended behavior.
Last stated 19 Aug 2026 · 2 months ago
Holds Jon Seager
Same subject: code generation
As AI makes it easier to generate code, teams must delete code more aggressively or be overwhelmed by accumulated complexity.
Last stated 1 Sept 2026 · 2 months ago
Holds Vicki Boykis
Same subject: coding agents
A team that slows down and reads every pull request and every line of code should expect only a 30 to 50 percent productivity lift from AI.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: coding agents
Agent-written code that runs and passes its tests is not enough: security, maintainability and being able to roll it back still need humans in the loop.
Last stated 7 Jun 2026 · 5 months ago
Holds Tony Fadell
Same subject: coding agents
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