VoidZero's Vite+ 1.0 ships the Rust-based JavaScript toolchain as one package and claims type-aware linting 12 to 18 times faster than ESLint. Those numbers are VoidZero's own best cases, so any migration decision should start with timing your own lint and type-check steps.
Reality
- Evidence30
- Adoption15
- Hype gap+35
- Incentives65
- Confidence35
Same declared ESLint range, opposite outcomes: 39 jsx-a11y rules run clean on 10.9.0 while 38 of eslint-plugin-react's 101 throw, and one line of config moves 32 of them.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+8
- Incentives40
- Confidence66
Linear rebuilt its CI pipeline after its CTO filed an issue about cost, and the numbers it published show verification volume growing faster than the savings on each test. The largest wall-clock gains came from the jobs that decide what to run.
Publishers:linear.app · runtimewire.com Reality
- Evidence55
- Adoption25
- Hype gap+10
- Incentives55
- Confidence60
zerocase fails a CI run when its JUnit, TAP, LCOV, Cobertura or ESLint report shows zero executed items, even if the command exited 0. It counts only what ran, so fifty skipped tests fail the gate and fifty failed tests are left to the exit code.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+5
- Incentives35
- Confidence45
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
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
A dev.to guide on Node.js memory leaks separates resident set size from the V8 heap and names four retention patterns that keep objects reachable long enough to be promoted into old space. Each has a code-level fix.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives30
- Confidence62
The @shadcn/lint README asks teams to write design-system rules a coding agent can verify, with errors that name the allowed substitute drawn from the project's own components, variants and theme.
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap+22
- Incentives82
- Confidence58
Default package names in the Kibana monorepo now resolve to v2 while roughly 1,100 files import aliased copies of v1, and an ESLint rule scoped to 36 plugin paths keeps the two sets apart until each team opts in.
Publishers:elastic.co
Reality
- Evidence66
- Adoption30
- Hype gap+12
- Incentives55
- Confidence62
A dev.to checklist of ten software delivery gates for AI agents insists every check be automated, fast, blocking and observable. The gate its author calls no replacement for human review cannot meet that bar.
Reality
- Evidence22
- Adoption
- Insufficient
- Hype gap+40
- Incentives20
- Confidence58
A dev.to benchmark clocks ESLint's type-aware pass on Vue's core at 12 seconds and oxlint's at 0.9. The speed comes from tsgolint, an experimental Go type checker that ships behind a flag and is not tsc.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+12
- Incentives30
- Confidence55
James Coombs's pipeline now re-tiers any ticket touching three or more integration layers before an agent starts, a rule that came out of one ticket filed as an error handling improvement that ran 5 hours and 17 iterations.
Reality
- Evidence42
- Adoption18
- Hype gap+12
- Incentives35
- Confidence45
A dev.to walkthrough puts commit signing, commitlint, Gitleaks and OWASP SAST into Husky hooks, then runs commitlint again in GitHub Actions because any developer can skip the local hooks with --no-verify.
Reality
- Evidence50
- Adoption
- Insufficient
- Hype gap+12
- Incentives25
- Confidence55
A dev.to post wraps an autonomous code-review agent in a CLOSED/OPEN/HALF-OPEN state machine. The constructor's defaults show which of its four blast-radius dimensions an adopter has to wire up alone.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+34
- Incentives25
- Confidence45
A dev.to post lists seven defect patterns in AI-generated code, and the one its author calls most distinctly AI-flavored is a dropped auth middleware that only shows up when you compare a route to its siblings.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+15
- Incentives60
- Confidence45
A trojan disguised as a Font Awesome font ran from a VS Code automatic task for eleven weeks and force-pushed rewritten commits into eighteen repositories, signed with the developer's own passphrase-free SSH key.
Reality
- Evidence45
- Adoption30
- Hype gap+10
- Incentives55
- Confidence50
The consultancy's ten-check list treats generated code as something to prevent and detect rather than read line by line, which trades review labour for a dependency on whoever keeps the backend's OpenAPI spec current.
Publishers:evilmartians.com
Reality
- Evidence46
- Adoption20
- Hype gap+14
- Incentives58
- Confidence54
A practitioner argues the 80% coverage norm was a budget for review time, not a standard, and that any check living only in the pipeline reports to you rather than constraining the agent.
Reality
- Evidence20
- Adoption14
- Hype gap+28
- Incentives
- Insufficient
- Confidence34
Eleven real vulnerabilities in roughly 300 pull requests over four months. The noise was bad enough that the fix was a second agent whose only job is refuting the first.
Reality
- Evidence34
- Adoption11
- Hype gap+16
- Incentives44
- Confidence38
A hand-written TypeScript copy of a Pydantic schema kept the compiler happy and the data wrong. The durable fix was deleting the copy and generating the contract from the backend.
Reality
- Evidence52
- Adoption12
- Hype gap−12
- Incentives22
- Confidence55