ABOUT

ABOUT

This site is part personal journal, part weekly intelligence feed at the intersection of offensive security and AI.

There’s a few kinds of content here:

  • The DIGEST home page - the full feed of short, curated news items, each with a severity rating and links to the original sources.
  • TOP PICKS - the highest-impact items, surfaced on their own page.
  • DEEP DIVES - occasional long-form analysis: kill chains, malware breakdowns, and post-mortems on the bigger stories.
  • WRITEUPS - my own write-ups (TryHackMe rooms, notes, and the occasional longer piece), separate from the auto-curated digest.

How the digest works

The digest items are generated by an automated pipeline that pulls from a large set of offensive-security and security-engineering RSS feeds (based on Graham Helton’s feed list), deduplicates them, and uses a language model to rewrite headlines, write short summaries, and assign a severity and tags. It runs weekly, so the feed stays current on its own.

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