AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
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…
Metabase SQLi zero-day exploited in customer data-theft attacks
A critical Metabase SQL injection vulnerability was exploited in zero-day attacks to breach customer…
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…
CVE-2026-71852: CVE-2026-71852: Denial of Service via Excessive Iteration and Memory Exhaustion in pypdf CID Font Parsing
CVE-2026-71852: Denial of Service via Excessive Iteration and Memory Exhaustion in pypdf CID Font Pa…
Unlimited Technology Systems breach impacts 3.8 million people
Healthcare software company Unlimited Technology Systems reported that more than 3.8 million people …
Every Supabase key, what it does, and which ones can be public
I audit apps built with AI tools. Most of the exposed credentials I find are Supabase keys, and most…
Architecting the Dedicated AI Gateway: Inside Azure API Management's Model and MCP Governance Tier
🏗️ The Architectural Shift: Why Standard API Gateways Fail at AI Workloads As enterprise adoption …