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Topic

AI-assisted software development

The practice of using AI tools and language models to write, review, or generate code, reshaping developer workflows and the economics of building software.

Current stories

leadershipConfirmed12 publishers

Epic's AI-written store launcher starts 46% faster than Steam's, by Epic's own count

Epic Games says its AI-written Store launcher preview halves startup time and reaches the store page 46% faster than Steam from a cold start. The figures are Epic's own, and the rebuild changed the architecture and tech stack along with the tooling, so they cannot isolate what AI contributed.

Perspective Coverage

12 publishers
Builder
Builder 25%
Operator
Operator 48%
Investor
Investor 27%

Reality

Evidence58
Adoption
Not scored
Hype gap+25
Incentives70
Confidence66
buildConfirmed3 publishers

Epic's vibe-coded launcher preview starts 46% faster than Steam in a test Epic commissioned

Epic Games has released a preview of a rebuilt launcher that it says it vibe coded and calls light on features. The 46% startup lead over Steam comes from a test Epic commissioned, and the backlash so far is posts on X.

Perspective Coverage

3 publishers
Builder
Builder 30%
Operator
Operator 38%
Investor
Investor 32%

Reality

Evidence35
Adoption
Not scored
Hype gap+35
Incentives75
Confidence60
productConfirmed3 publishers

One developer's Claude-built Adobe clones narrow the contest to reliability

Brandon Thomas used Claude Opus 5.5 and Rust to build free open-source recreations of seven Adobe apps, Photoshop and Premiere among them. For an occasional user the suite is already a workable Photoshop substitute, while anyone whose work depends on tools behaving predictably still has reason to pay Adobe.

Perspective Coverage

3 publishers
Builder
Builder 35%
Operator
Operator 33%
Investor
Investor 32%

Reality

Evidence50
Adoption
Not scored
Hype gap+55
Incentives60
Confidence60
investOne report1 publisher

Booking's CFO says AI pays off for companies that use models and watch the bill

Booking Holdings CFO Ewout Steenbergen says AI's returns go to model users who police the bill, with chatbots referring under 1% of room nights. So far, the savings he can point to are inside the company, in customer service and engineering.

Reality

Evidence38
Adoption42
Hype gap+15
Incentives60
Confidence50
productOne report1 publisher

Product managers still deliver stories, argues a former LinkedIn PM writing for a16z

An ex-LinkedIn product manager writing for a16z demotes the 120-page spec the author once wrote and names the story as a PM's most important output. AI changes how teams code, the author writes, but the story still has to survive being retold without the PM in the room.

Publishers:a16z.com

Reality

Evidence25
Adoption
Not scored
Hype gap
Not scored
Incentives
Not scored
Confidence60
leadershipOne report1 publisher

A Toshiba SVP argues cheap code moves retail's durable value deeper into the stack

Writing for the Forbes Technology Council, a Toshiba Global Commerce Solutions executive names the posture build on buy and rests it on an unmeasured claim that operating costs are falling more slowly than build costs.

Publishers:forbes.com

Reality

Evidence18
Adoption
Not scored
Hype gap+40
Incentives85
Confidence60
leadershipOne report1 publisher

A KPMG engineer's billable work moved from writing code to assembling context

Justin Johnsen has been a forward-deployed engineer at KPMG for about a year. His account of one engagement puts months of requirements and context work ahead of a build that took roughly a month, then coaching the client's own team.

Reality

Evidence30
Adoption25
Hype gap+15
Incentives65
Confidence45
leadershipOne report1 publisher

Itamar Gilad draws an AI danger zone where output outruns the reviewer's judgement

An essay by the former Google product manager argues that LLMs lift what a person can produce faster than what they can evaluate. Every curve in it is labelled speculative, and it reports no measurement of the gap.

Publishers:itamargilad.com

Reality

Evidence32
Adoption
Not scored
Hype gap+15
Incentives30
Confidence55
productOne report1 publisher

Nine percent of Grindr's users are carrying a $540 million revenue guide

Grindr's revenue is on pace to roughly triple since 2022 with little user growth, which puts the next leg on telehealth, travel and a premium tier priced near eleven times what an average paying subscriber spends.

Publishers:techcrunch.com

Reality

Evidence46
Adoption44
Hype gap+31
Incentives79
Confidence54
leadershipOne report1 publisher

Rent the ledger, build the screen: where AI actually moved the buy-versus-build line

A Forbes Tech Council argument worth taking seriously: AI cut the cost of the workflow layer, not the compliance-bearing core. That makes breadth a cost line rather than a moat.

Publishers:forbes.com

Reality

Evidence30
Adoption22
Hype gap+12
Incentives72
Confidence36