Datadog primer explains code security for new and vibe coders
The post contrasts first-party fixes with third-party upgrades and warns agents often pull outdated dependencies.
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Stories tagged #code-security
Beyond Predefined Sinks: Security-Aware Dependency Analysis for LLM Agents
AgentSecGraph static analysis maps security-sensitive operations in LLM agent code across 67 repositories, surfacing one confirmed vulnerability and 23,866 candidates.
CodeTD: Topology of Attention Detects Hallucinations in Code LLMs
CodeTD detects hallucinations in code LLMs before execution by analyzing topological patterns of attention maps, outperforming recent baselines.