Tools4 min read
Cisco's ACE Framework Cuts LLM Token Costs by Up to 90%
Analytics Context Engineering addresses three failure modes when LLMs process machine data, delivering dramatic token savings and accuracy gains.
David OkonkwoFeb 4, 2026
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David Okonkwo
Tools & Resources Editor
Reviews and evaluates cybersecurity tools, platforms, and resources for ProbablyPwned. David spent seven years as a security engineer building and deploying detection pipelines, SIEM configurations, and security orchestration workflows before moving into security journalism. He provides hands-on assessments grounded in real-world operational experience to help security teams make informed tooling decisions. David holds CySA+ and AWS Security Specialty certifications.
security toolingSIEM configurationdetection engineeringsecurity orchestrationtool evaluation
Articles by David(4)
Tools5 min read
New Tools Help Defenders Track OpenClaw AI Agent Activity
SANS ISC highlights openclaw-detect and openclaw-telemetry tools as security teams scramble to monitor the viral AI assistant amid ongoing vulnerability disclosures.
David OkonkwoFeb 3, 2026
Tools6 min read
Top 5 Threat Intelligence Data APIs for Security Teams
The best threat intelligence APIs for enriching IOCs, detecting malware, and integrating threat data into your SIEM and security workflows.
David OkonkwoJan 30, 2026
Tools5 min read
Best Cybersecurity Tools on Amazon for Security Professionals
Essential hardware security tools every pentester and security professional needs. From YubiKeys to WiFi adapters, these Amazon picks protect your digital life.
David OkonkwoJan 20, 2026