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fei3d ago • 4 min read
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 mode...
#python#linter#testing#staticanalysis
5 0
akamabe6d ago • 2 min read
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...
#typescript#algorithms#nestjs#staticanalysis
1 0
VentrovaAug 23, 2026 • 4 min read
What a Zero-Network MCP Scanner Can (and Can't) Catch: All 10 Heuristics, Honestly
Every heuristic in our static MCP manifest scanner, what each one actually checks, and an honest lin...
#security#mcp#llm#staticanalysis
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Mahmoud NabilAug 24, 2026 • 4 min read
My code graph now answers "which React screens break if I change this C# handler?" — the whole journey
So a month ago I posted an experiment here: can you link a React frontend to a .NET backend with...
#dotnet#typescript#react#staticanalysis
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LeoAug 23, 2026 • 2 min read
CodeQL 2.26.3 retunes its Actions queries and drops the self-hosted module
CodeQL 2.26.3 reworks how the engine reasons about GitHub Actions workflows, tightening output-clobb...
#codeql#githubactions#codescanning#staticanalysis
5 0
shimo42283d ago • 17 min read
After Cutting My AI Reviews, I Put a Complexity Ceiling in Ruff
A review's job is to return findings, so every stage you add creates standing work. Lint returns onl...
#claudecode#aiagents#staticanalysis#codereview
0 1
Annabel Baker6d ago • 1 min read
Defend AI Tools In CI/CD With Software Engineering
Almost half of data leaks come from compromised AI tools. Discover practical steps to harden your CI...
#aitoolsecurity#staticanalysis#malwaredetection#cicdpipeline
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