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← Building a working AI demo is far easier than turning it into a reliable production product.
17 connected korrents · 18 moments from 20 Aug 2024 to 29 Sept 2026.
Everything filed under software quality
software quality
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product management
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reinforcement learning 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: Building a working AI demo is far easier than turning it into a reliable production product. Building a working AI demo is far easier than turning it into a reliable production product. Last stated 2 years ago
16 Jan 2025
CH
Chip Huyen — holds since 2025-01-16 — tap for who they are
Same subject: AI should be used as a failure machine that tests many ideas cheaply, not as a way to build one idea faster. — tap to centre the map on it AI should be used as a failure machine that tests many ideas cheaply, not as a way to build one idea faster. Last stated 4 months ago
14 Jun 2026
MP
Mark Pincus — holds since 2026-06-14 — tap for who they are
Same subject: Every AI startup presents its product as groundbreaking and perfect, when in truth it is bad about half the time. — tap to centre the map on it Every AI startup presents its product as groundbreaking and perfect, when in truth it is bad about half the time. Last stated 2 years ago
20 Aug 2024
PL
Pieter Levels — holds since 2024-08-20 — tap for who they are
Same subject: Even as AI makes building software easy, people will still prefer to buy some software off-the-shelf rather than build their own. — tap to centre the map on it Even as AI makes building software easy, people will still prefer to buy some software off-the-shelf rather than build their own. Last stated 3 months ago
11 Jul 2026
JF
Jason Fried — holds since 2026-03-20 — tap for who they are
JJ
Justin Jackson — holds since 2026-07-11 — tap for who they are
Same subject: Nobody has figured out how to build products in the AI era yet, and there is no one way to do it. — tap to centre the map on it Nobody has figured out how to build products in the AI era yet, and there is no one way to do it. Last stated 3 weeks ago
29 Sept 2026
LR
Lenny Rachitsky — holds since 2026-09-29 — tap for who they are
Same subject: The hard question is no longer how to build something but what to build, because anything already described can be replicated. — tap to centre the map on it The hard question is no longer how to build something but what to build, because anything already described can be replicated. Last stated 7 months ago
29 Mar 2026
CH
Chip Huyen — holds since 2026-03-29 — tap for who they are
Same subject: Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software. — tap to centre the map on it Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software. Last stated 10 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model. — tap to centre the map on it Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model. Last stated 3 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: As AI makes building faster and cheaper, choosing the right thing to build matters more than ever, because a competitor will get it right if you don't. — tap to centre the map on it As AI makes building faster and cheaper, choosing the right thing to build matters more than ever, because a competitor will get it right if you don't. Last stated a year ago
18 Jul 2025
JE
Jason Evanish — holds since 2025-07-18 — 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
At the centre
Building a working AI demo is far easier than turning it into a reliable production product.
Holds Read this korrent →
AI should be used as a failure machine that tests many ideas cheaply, not as a way to build one idea faster.
Holds
Every AI startup presents its product as groundbreaking and perfect, when in truth it is bad about half the time.
Holds
Even as AI makes building software easy, people will still prefer to buy some software off-the-shelf rather than build their own.
Holds
Nobody has figured out how to build products in the AI era yet, and there is no one way to do it.
Holds
The hard question is no longer how to build something but what to build, because anything already described can be replicated.
Holds
Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software.
Holds
Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model.
Holds
As AI makes building faster and cheaper, choosing the right thing to build matters more than ever, because a competitor will get it right if you don't.
Holds
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.
Holds
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.
Holds
A developer using AI coding tools remains responsible for reviewing the code they ship.
Holds
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.
Holds
AI-generated code should be treated as untrusted until there is evidence it preserves the intended behavior.
Holds
As AI makes it easier to generate code, teams must delete code more aggressively or be overwhelmed by accumulated complexity.
Holds
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.
Holds
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.
Holds
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.
Holds