build3 publishersConfirmed ArtCraft, a largely AI-written Rust project, releases open-source clean-room look-alikes of Photoshop, Premiere and Lightroom. Its solo developer targets full parity within a month, Tom's Hardware reported, and one person must now verify code that commenters have flagged for safety risks and missing features.
Perspective Coverage
3 publishers
- Builder
- Builder 47%
- Operator
- Operator 33%
- Investor
- Investor 20%
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+60
- Incentives50
- Confidence55
build2 publishersConfirmed UpGuard found 16,326 Supabase databases with readable tables in a scan of roughly 300,000 domains. Supabase's new default keeps new tables off its APIs, but older tables keep their grants until owners review them and their row-level security.
Reality
- Evidence68
- Adoption70
- Hype gap+15
- Incentives45
- Confidence66
build1 publisherOne report Cloudflare added an Inspect panel to Browser Run recordings on September 18, 2026, with console logs, network activity and the final DOM beside the replay. A dev.to guide says the gain is giving an AI coding tool the evidence of a failure in order.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap0
- Incentives30
- Confidence40
build1 publisherOne report CI and reviewer attention set the pace when one developer's AI tool pushed hundreds of commits into an industrial C++ repo over 15 days. The remaining delay sits in how changes are sliced into commits and CI jobs, a part of the cycle GitHub's sub-30-second Copilot review does not shorten.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+20
- Incentives
- Insufficient
- Confidence35
build1 publisherOne report Linear's CI rework and a Salesforce code review postmortem describe different failures in the layer that judges a change. One was fixed with faster runners and a compiler swap, the other by rebuilding how a diff is presented to a human.
Reality
- Evidence52
- Adoption44
- Hype gap+16
- Incentives58
- Confidence50
The R consultancy says what settled its retreat was code arriving faster than the team could read it. Its own decision record lists two other reasons that would have moved the project anyway.
Reality
- Evidence46
- Adoption20
- Hype gap+12
- Incentives60
- Confidence52
build1 publisherOne report A September 2026 security update made paste fail without an error across five Office product lines. The follow-up KB names conditional formatting as the trigger and still tells admins paste might continue to fail.
Reality
- Evidence36
- Adoption41
- Hype gap+30
- Incentives38
- Confidence44
build1 publisherOne report A dev.to design essay argues CI was sized for human review speed and proposes tiering checks by cost and failure probability. Its figures are examples, so the case rests on the failure modes it names.
Reality
- Evidence22
- Adoption
- Insufficient
- Hype gap+30
- Incentives25
- Confidence45
build1 publisherOne report A developer who let AI write every line of application logic for 30 days now merges nothing until a second model in a clean context has tried to break the diff and failed. The post credits two different fixes.
Reality
- Evidence34
- Adoption12
- Hype gap+30
- Incentives40
- Confidence50
build1 publisherOne report A dev.to post traces one payments system from an updated_by column to a March repair job rebuilt out of the provider's statements. Its claim is that the retention choice had to be made before any code was generated.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+12
- Incentives20
- Confidence38
build1 publisherOne report An open-source browser arcade puts eight games behind one shell interface at about 35 kB gzipped with no runtime dependencies. The rules files import neither DOM nor Canvas, and a mid-project redesign never reached them.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+5
- Incentives30
- Confidence57
build1 publisherOne report Six months in, a Playwright and Flutter test engineer reports that scaffolding generates fine from a plain-language bug report plus existing page objects, and that every generated assertion gets rewritten by hand.
Reality
- Evidence35
- Adoption20
- Hype gap+10
- Incentives40
- Confidence45
build1 publisherOne report Sekiban DCB's Decider template ships three worked feature slices for an agent to copy. In this walkthrough, review, implementation, build, concurrency tests on a real PostgreSQL database and UI fixes took under an hour.
Reality
- Evidence34
- Adoption12
- Hype gap+15
- Incentives
- Insufficient
- Confidence38
A year on from the CISA and NSA memory-safety report, the adoption evidence is still provider roadmaps and practitioner judgement about C and C++ code that nobody proposes to rewrite wholesale.
Reality
- Evidence45
- Adoption35
- Hype gap+20
- Incentives70
- Confidence50
GitGuardian counted a 34 percent rise in new leaked secrets against 43 percent growth in commits, so the rate per commit slipped about six percent even as the raw total set the company's single-year record.
Publishers:blog.gitguardian.com
Reality
- Evidence42
- Adoption66
- Hype gap+28
- Incentives80
- Confidence55
Mid-size engineering teams can now run GitHub Advanced Security against their own repositories for 30 days without a sales call, and then they have to decide what a good result looks like. Mitch Ashley of The Futurum Group says the bottleneck was procurement.
Reality
- Evidence44
- Adoption
- Insufficient
- Hype gap+12
- Incentives56
- Confidence48
build1 publisherOne report WebAIM found accessibility problems on 96% of the top million homepages using automated tools alone. That corpus is what coding agents pattern-match against, and the remedy on offer is an instruction file the agent reads every session.
Reality
- Evidence42
- Adoption20
- Hype gap+15
- Incentives25
- Confidence38
Two years of compounding growth in pull request size lands on the same reviewers, while Futurum's adoption figures put AI at 40.2% in code generation against 6.2% in deployment decisions. That gap is where the queue forms.
Reality
- Evidence44
- Adoption58
- Hype gap+18
- Incentives66
- Confidence49
build1 publisherOne report A dev.to writer says he approved code he could not explain. The numbers around him point at the same place: the failure is in review, where one approver is the whole gate.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+22
- Incentives45
- Confidence40