python competitive_matrix_builder.py competitive_data.json --format json python competitive_matrix_builder.py competitive_data.json --format text """Load and validate competitive data from a JSON file ...

AI search has outgrown simple RAG. Learn how today’s hidden AI retrieval systems decide whether your content gets surfaced or ...

--all Install all supported host dependencies. --octave Install GNU Octave via apt. --docker Install Docker via apt. --configure-docker-group Add the current user to the docker group after install.

Four research teams found the same confused deputy failure in Claude across three surfaces in 48 hours. This audit matrix maps every blind spot and fix.

Today, I’m pleased to introduce something I’ve been working on for the past six months: Shortcuts Playground, a plugin for ...

For several years now, AI has been showing up in fraud as an accelerant. It drafted phishing emails, polished social engineering scripts, helped attackers move faster. The human operator still sat ...