The Ashwa Labs blog
Security thinking.
Built to be useful.
Perspectives on agents, harnesses and the work of turning security testing into action.
AGENTIC SECURITY / COMPARISON
STRIX.
PENTAGI.
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ARCHITECTURE / WORKFLOW / EVIDENCEPENTAGI.
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9 OCTOBER 2026 / 6 MIN READOpen-source agents.
Open-source agents.
Different approaches.
A practical comparison of three agentic security tools, with the questions to ask before evaluating one in your environment.
Read the comparison