The linter ecosystem is actively migrating silent failure into an undetectable idiom
In a well-known family of LLM evaluation bugs, the failure doesn't look like a failure. A judge model goes down, and the benchmark keeps publishing…
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Building a TypeScript Code Radar: What an AST Reveals That Text Search Misses
Today I started experimenting with Tree-sitter . I had heard the name before, but I had never actually used it. My goal was simple: take a TypeScrip…
Detekt Explained: Enhance Kotlin Projects with Static Analysis - part 1
This article was originally published on wilfried.hashnode.dev Static analysis isn't about making your code "look nice." It's about catching the kin…
graphlens: a polyglot code-analysis framework that turns your repo into a typed graph
graphlens: turn any repo into one typed graph — across Python, TypeScript, Go and Rust Every code-intelligence tool I've ever used falls into one of…
no-cycle finds 0 cycles in next.js (and other lies caches tell you)
We benchmark import-next/no-cycle against eslint-plugin-import/no-cycle and oxlint's native Rust port on next.js (131K stars, 14,556 source files).…
What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules
We added a npm run ilb:flagship:smoke gate to the quality script. It's small: for each flagship rule with a labeled corpus, run the rule against vul…