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Copyright and AI Output: Who Owns It
“Who owns AI output?” is three questions bundled together, answered by three different bodies of rul…
Account Pre-Hijacking via Social Sign-In
Account pre-hijacking inverts the usual order. The attacker does not break into an existing account;…
Escaping Tutorial Hell: Building FrontDesk
Recently, I decided it was time to step out of tutorial hell and actually build a serious full-stack…
Does BrassCoders Work With Django REST Framework?
Yes — DRF Code Scans the Same as Any Python BrassCoders scans Django REST Framework projects at th…
Security news weekly round-up - 7th August 2026
Despite the popularity of AI and the events surrounding it, we should not forget that vulnerabilitie…
AI Transparency Obligations and User Disclosure
“Do we have to tell users this is AI?” has no single answer, because the duty comes from several dir…
Designing an AI Audit Trail That Holds Up
An audit trail exists to answer a question asked months later by somebody who was not there: what di…
Detecting Automated Abuse of an AI Endpoint
Rate limits enforce a ceiling. Detection is the part that notices the traffic staying carefully unde…
CVE-2026-71870: CVE-2026-71870: Uncontrolled Resource Consumption (DoS) in pypdf ToUnicode CMap Parsing
CVE-2026-71870: Uncontrolled Resource Consumption (DoS) in pypdf ToUnicode CMap Parsing Vulnerabi…
My Virtual Office v0.7.0: one SDK for OpenClaw, Codex CLI, Claude Code, and more
The real story in My Virtual Office v0.7.0 is not another adapter. It is the contract. My Virtual O…
Two access-control hacks drained $1.4M this month - the one-line bug, and the check that catches it
In the last few weeks two protocols were drained through the same class of bug: an access-control ex…
Package Drift Weekly — 2026-08-07
Automated weekly digest from pkgdrift — LLM-refined package intelligence across npm, PyPI, Cargo (Ru…