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← With AI tools, in-house development teams can do more and need less rented developer capacity.
17 connected korrents · 15 moments on record from 23 Jan 2012 to 19 Sept 2026.
Everything filed under AI and jobs
AI and jobs
Everything filed under hiring
hiring
Everything filed under team size
team size
Everything filed under product management
product management
Everything filed under AI agents
AI agents
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: With AI tools, in-house development teams can do more and need less rented developer capacity.
With AI tools, in-house development teams can do more and need less rented developer capacity.
Last stated today
19 Sept 2026
GO
Gergely Orosz — holds since 2026-09-19 — tap for who they are
Same subject: An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient. — tap to centre the map on it
An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for. — tap to centre the map on it
There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for.
Last stated 4 months ago
27 May 2026
DR
Dax Raad — holds since 2026-05-27 — tap for who they are
Same subject: AI will not commoditise software tools; it will multiply them, because every new agent is another tool user. — tap to centre the map on it
AI will not commoditise software tools; it will multiply them, because every new agent is another tool user.
Last stated 5 months ago
15 Apr 2026
JH
Jensen Huang — holds since 2026-04-15 — tap for who they are
Same subject: Small product teams beat large ones for a reason that has nothing to do with AI: fewer people to coordinate means less design by committee. — tap to centre the map on it
Small product teams beat large ones for a reason that has nothing to do with AI: fewer people to coordinate means less design by committee.
Last stated 2 months ago
9 Jul 2026
AM
Adam Mosseri — holds since 2026-07-09 — tap for who they are
Same subject: Candidates should be allowed to use AI tools in a coding interview, because that is what the work now requires. — tap to centre the map on it
Candidates should be allowed to use AI tools in a coding interview, because that is what the work now requires.
Last stated 2 months ago
19 Jul 2026
ES
Elizabeth Stone — holds since 2026-07-19 — tap for who they are
Same subject: Cheaper software has increased the number of software engineers a company needs, not reduced it. — tap to centre the map on it
Cheaper software has increased the number of software engineers a company needs, not reduced it.
Last stated 2 months ago
28 Jul 2026
BS
Blake Scholl — holds since 2026-07-28 — tap for who they are
Same subject: Outsourcing companies like Accenture depend on clients lacking enough in-house developer capacity and therefore renting developers from them. — tap to centre the map on it
Outsourcing companies like Accenture depend on clients lacking enough in-house developer capacity and therefore renting developers from them.
Last stated today
19 Sept 2026
GO
Gergely Orosz — holds since 2026-09-19 — tap for who they are
Same subject: AI tooling has done something no earlier technology managed: pulled directors, VPs and SVPs back into building things with their own hands at the weekend. — tap to centre the map on it
AI tooling has done something no earlier technology managed: pulled directors, VPs and SVPs back into building things with their own hands at the weekend.
Last stated a month ago
19 Aug 2026
AO
Addy Osmani — holds since 2026-08-19 — tap for who they are
Same subject: A few senior individual contributors can be paid VP money and still cost less than the layered product org they replace. — tap to centre the map on it
A few senior individual contributors can be paid VP money and still cost less than the layered product org they replace.
Last stated 2 months ago
2 Aug 2026
TV
Tom Verrilli — holds since 2026-08-02 — tap for who they are
Same subject: A functionally organised engineering team seizes up at around a hundred people, because every feature then has to be negotiated against every other team's bandwidth. — tap to centre the map on it
A functionally organised engineering team seizes up at around a hundred people, because every feature then has to be negotiated against every other team's bandwidth.
Last stated 6 months ago
1 Apr 2026
TP
Thuan Pham — holds since 2026-04-01 — tap for who they are
Same subject: A group of fewer than four people is not a team: it behaves like a set of individuals, and a single departure knocks it back into maintenance. — tap to centre the map on it
A group of fewer than four people is not a team: it behaves like a set of individuals, and a single departure knocks it back into maintenance.
Last stated 8 years ago
14 Jul 2018
WL
Will Larson — holds since 2018-07-14 — tap for who they are
Same subject: "Simplify onboarding" is an action, not a problem, and a roadmap line written that way will not work. — tap to centre the map on it
"Simplify onboarding" is an action, not a problem, and a roadmap line written that way will not work.
Last stated 2 years ago
19 Jan 2025
EV
Elena Verna — holds since 2025-01-19 — tap for who they are
Same subject: A company should hire a product manager only against a specific need, never by default. — tap to centre the map on it
A company should hire a product manager only against a specific need, never by default.
Last stated 2 months ago
2 Aug 2026
TV
Tom Verrilli — holds since 2026-08-02 — tap for who they are
Same subject: A company that looks to its users as though it has stopped shipping is usually widening its market, and grinding through that is worth it. — tap to centre the map on it
A company that looks to its users as though it has stopped shipping is usually widening its market, and grinding through that is worth it.
Last stated a year ago
23 Mar 2025
RV
Rahul Vohra — holds since 2025-03-23 — tap for who they are
Same subject: A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better. — tap to centre the map on it
A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better.
Last stated 2 years ago
17 Dec 2024
CM
Charity Majors — holds since 2024-12-17 — tap for who they are
Same subject: A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it. — tap to centre the map on it
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 15 years ago
23 Jan 2012
PM
Patrick McKenzie — holds since 2012-01-23 — tap for who they are
Same subject: A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first. — tap to centre the map on it
A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first.
Last stated 2 years ago
17 Dec 2024
CM
Charity Majors — holds since 2024-12-17 — 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 2012 to today (stretched back to the oldest claim here) — full is today a face: someone on record holding the claim — tap it for who they are
At the centre
With AI tools, in-house development teams can do more and need less rented developer capacity.
Last stated 19 Sept 2026 · today
Holds Gergely Orosz
Read this korrent →
Similar wording
An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
Last stated 12 Nov 2025 · 10 months ago
Holds Satya Nadella
Similar wording
There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for.
Last stated 27 May 2026 · 4 months ago
Holds Dax Raad
Similar wording
AI will not commoditise software tools; it will multiply them, because every new agent is another tool user.
Last stated 15 Apr 2026 · 5 months ago
Holds Jensen Huang
Similar wording
Small product teams beat large ones for a reason that has nothing to do with AI: fewer people to coordinate means less design by committee.
Last stated 9 Jul 2026 · 2 months ago
Holds Adam Mosseri
Similar wording
Candidates should be allowed to use AI tools in a coding interview, because that is what the work now requires.
Last stated 19 Jul 2026 · 2 months ago
Holds Elizabeth Stone
Similar wording
Cheaper software has increased the number of software engineers a company needs, not reduced it.
Last stated 28 Jul 2026 · 2 months ago
Holds Blake Scholl
Similar wording
Outsourcing companies like Accenture depend on clients lacking enough in-house developer capacity and therefore renting developers from them.
Last stated 19 Sept 2026 · today
Holds Gergely Orosz
Similar wording
AI tooling has done something no earlier technology managed: pulled directors, VPs and SVPs back into building things with their own hands at the weekend.
Last stated 19 Aug 2026 · a month ago
Holds Addy Osmani
Same subject: team size
A few senior individual contributors can be paid VP money and still cost less than the layered product org they replace.
Last stated 2 Aug 2026 · 2 months ago
Holds Tom Verrilli
Same subject: team size
A functionally organised engineering team seizes up at around a hundred people, because every feature then has to be negotiated against every other team's bandwidth.
Last stated 1 Apr 2026 · 6 months ago
Holds Thuan Pham
Same subject: team size
A group of fewer than four people is not a team: it behaves like a set of individuals, and a single departure knocks it back into maintenance.
Last stated 14 Jul 2018 · 8 years ago
Holds Will Larson
Same subject: product management
"Simplify onboarding" is an action, not a problem, and a roadmap line written that way will not work.
Last stated 19 Jan 2025 · 2 years ago
Holds Elena Verna
Same subject: product management
A company should hire a product manager only against a specific need, never by default.
Last stated 2 Aug 2026 · 2 months ago
Holds Tom Verrilli
Same subject: product management
A company that looks to its users as though it has stopped shipping is usually widening its market, and grinding through that is worth it.
Last stated 23 Mar 2025 · a year ago
Holds Rahul Vohra
Same subject: hiring
A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better.
Last stated 17 Dec 2024 · 2 years ago
Holds Charity Majors
Same subject: hiring
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 23 Jan 2012 · 15 years ago
Holds Patrick McKenzie
Same subject: hiring
A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first.
Last stated 17 Dec 2024 · 2 years ago
Holds Charity Majors