Zenzic – A strict, heuristic-free Markdown static analyzer
Markdown linter with credential scanning in code blocks, exits hard on security findings.
Strict static analyzer for Go — designed for LLM-written code. Zero external linter dependencies.
Catches swapped string arguments in LLM code that standard linters miss completely.
Go developers using AI coding agents like Claude Code or GitHub Copilot
golangci-lint · staticcheck · revive
Markdown linter with credential scanning in code blocks, exits hard on security findings.
Static scanner catches prompt injections in code before runtime, unlike runtime guards.
LLM-generated attack personas beat static scanners, but Burp Suite + custom rules solve this already.
Deterministic prompt linter flags injection, exfiltration, obfuscation before LLM runs—treats prompts as executable code.
Catches architectural erosion that Ruff and Semgrep miss entirely.
Runs a 1.7B LLM offline on Apple Watch using 1-bit quantization.