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Notes from the Front Lines.
Insights from offensive security, AI-augmented testing, and adversary-aware resilience — practical research and operator lessons you can apply to real-world environments.
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Adversary Tradecraft
28 Aug 2026 · 6 min read
How AI-assisted attackers are shortening the reconnaissance phase
Automated recon has changed the timeline from days to hours. What defenders need to change now.
Read the postCase Notes
19 Aug 2026 · 8 min read
Why "assumed breach" beats "prevention only" for regulated industries
Findings from a 12-month engagement with a mid-market financial services firm.
Read the postProgram Design
7 Aug 2026 · 5 min read
Continuous adversarial testing: what to measure in year one
Mean-time-to-detect, coverage, and containment. The three metrics that actually move.
Read the postCryptography
Draft
Post-quantum crypto in practice: what needs to change now
Part 2 of the quantum series. Migration playbook for engineering teams.
Coming soonAdversary Tradecraft
Draft
Living-off-the-land techniques we saw across 40+ engagements
Common lateral-movement patterns from red-team ops in 2025.
Coming soonEmerging Tech
Draft
Testing AI systems: how OBSCURA approaches model attack surface
Prompt injection, model extraction, and where classical pentest methodology falls short.
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