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the less you know, the more you believe.

the same attention that reads an attacker reads a person.

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emotion, spirituality, growth — the vague and undefined spaces of being human.

latest: build the shadow, stay human →
enter through craft security & AI notes

SOC tools, attacker tradecraft, and AI fluency — from both sides of the wire.

latest: 95 million downloads a month, and one row with all the keys →

latest: the template that ran commands: a 9.9 in GitLab AI Gateway

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more from the journals

  1. some things are up to us, some are not
  2. the shadow you pretend isn't there
  3. 95 million downloads a month, and one row with all the keys
  4. your mind doesn't accept no (and that's the problem)
  5. how to make a near-perfect argument
  6. you can't read others until you've read yourself.
  7. HTB AI Red Teamer — Module 4 Pt 2: jailbreaks, defenses, and the chatbot that banned its own CEO
  8. HTB AI Red Teamer — Module 4 Pt 1: how I tricked an AI into spilling its secrets
  9. HTB AI Red Teamer — Module 3: when your model is a liar, a thief, and a backdoor
  10. HTB AI Red Teamer — Module 2: when your model's blind spot is someone else's attack surface
  11. when the ai broke out of the box to cheat on a test
  12. the engine runs. you just don't see it.
  13. the mask is real. so is what's underneath.
  14. wp2shell — the wordpress chain that lit the internet on fire
  15. AI fluency cheat sheet — key terms and concepts
  16. accountability doesn't disappear when AI helps you
  17. just because it sounds right doesn't mean it is
  18. the gap between what you mean and what AI understands
  19. not everything should go to AI — the art of delegation
  20. guilt as correction, not identity
  21. field notes from my own head
  22. the AI fluency framework — a smarter way to think about working with AI
  23. there is a difference between using AI and being fluent with it.
  24. stop starting from scratch — organising your work in Claude
  25. Research mode — when Claude stops answering and starts investigating
  26. how to actually talk to Claude — and get something useful back
  27. from open to actually useful — a Security analyst's guide to Claude
  28. Claude meets your tools — connectors and enterprise search
  29. Claude everywhere — desktop, code, slack, excel, chrome
  30. a dead jesuit from 1647 knew something you don't
  31. the body is just a tool. keep it sharp.
  32. from noise to meaning — the quiet revolution in AI
  33. the AI everyone is talking about — how does it actually work
  34. how AI sees images and reads sequences — two tools, one post
  35. the brain analogy everyone uses — here's what it actually means
  36. learn by doing — how AI figures things out the hard way
  37. Copy Fail (CVE-2026-31431): A Four‑Byte Linux Kernel LPE Hidden for Nine Years
  38. this is literally what your SIEM does — now let's understand it
  39. no labels, no problem — finding patterns in the chaos
  40. so i tried being neutral for a week (here's what happened)
  41. drawing the line — how machines separate threats from noise
  42. your eyes are lying to you (and that's okay)
  43. your SOC playbook is literally a decision tree
  44. the negative mindset that actually works
  45. How a Fake Teams Meeting Took Down One of npm's Most Trusted Packages
  46. teaching machines with examples — like training a junior analyst
  47. AI, ML, deep learning — same thing? not quite
  48. why a security analyst is learning AI (and why you should too)
  49. snowflake on the surface. compost underneath.
  50. still figuring out AI, one post at a time
  51. Robert Sapolsky, my brain and why free will is a JOKE
  52. 6 hours, 20 challenges, one Security analyst
  53. hiding in plain sight — stego and crypto
  54. web attacks: SQLi, XSS, and why they still work
  55. what exploitation actually looks like
  56. hashcat, hydra, and the art of credential attacks
  57. scanning: the noise before the storm
  58. recon looks different from both sides of the wire
  59. SOC eyes, attacker hands: why a defender signs up for CEH
  60. two sides of the wire — notes from CEH Practical