https://ashfaaq.dev/blog/ Recent content in Blog Posts on Ashfaaq Farzaan Hugo en-us Wed, 05 Aug 2026 00:00:00 +0000 https://ashfaaq.dev/blog/cybersoceval-reporting/ Wed, 05 Aug 2026 00:00:00 +0000 https://ashfaaq.dev/blog/cybersoceval-reporting/ Exploring how input structure affects LLM reasoning in cybersecurity, using JSON, TOON, Graph, and Markdown representations. https://ashfaaq.dev/blog/inside-oracle-hypothesis-driven-triage/ Sun, 05 Jul 2026 00:00:00 +0000 https://ashfaaq.dev/blog/inside-oracle-hypothesis-driven-triage/ An inside look at AVA’s hypothesis-driven triage framework: how it reasons like a senior analyst across six stages, and gets sharper with every alert it sees. https://ashfaaq.dev/blog/cyber-llm-benchmark-hub/ Wed, 24 Jun 2026 00:00:00 +0000 https://ashfaaq.dev/blog/cyber-llm-benchmark-hub/ A central place to compare cybersecurity LLM performance across tasks, domains, and models. The hub brings together 35 benchmarks, 78 models, and 10 categories. https://ashfaaq.dev/blog/the-third-verdict/ Fri, 10 May 2024 00:00:00 +0000 https://ashfaaq.dev/blog/the-third-verdict/ Exploring the nuances of AI agent decision-making and accountability in autonomous cyber operations.