How To Catch Critical Security Bugs With Claude Code

Описание: Security tools catch patterns. Not bugs that ship.

Flag obvious patterns. Flood alerts. Miss real issues: broken access control, missing validation, token handling flaws. Logic errors static analysis can't see.

Pattern matching ≠ intent understanding.

This video: Combine static analysis with Claude Code LLM reasoning.
Traditional: Run tool → 500 findings → noise → ignore → bugs ship.
Static analyzers: Good at patterns. Bad at context. Don't know your security model. Flag everything. Alert fatigue.
LLMs: Reason about intent. Understand context. But hallucinate. Need verification.
Combine: Static for patterns. LLM for reasoning. Verify before flagging.

At FlytBase: Local Claude Code scanner. Runs as you work. Focuses on high-risk areas. Adapts to changes.

Three parts:
Skills: Expose auth flows, data access, validation, permissions, file ops, endpoints.
Commands: Orchestrate static analyzers with Claude reasoning. Cut noise.
Hooks: Git commits, PRs, CI, IDE real-time.

Real bugs caught.
Hard parts: Hallucinations (verify with static), context limits (smart slicing), performance (async), developer trust (precision over recall).

LLMs help: Intent, context, explanations.
LLMs fail: Verification, consistency, completeness.
Control: LLM suggests. Static verifies. Developer decides.

Video: Skills, commands, hooks implementation. Real examples. Production patterns.

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