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Does 2-Bit Quantization Break On-Device Safety? What an EMNLP 2026 Study Found, and a GGUF Release Gate
TL;DR An EMNLP 2026 Industry Track paper from OptAI Inc. tested what happens to chat-format safety…
SET SESSION AUTHORIZATION Changes More Than the Current Role
SET SESSION AUTHORIZATION Changes More Than the Current Role PostgreSQL exposes two identities in …
Secure File Export for Authenticated Customers — Temporary Links Without Public Objects
Short answer: use a private object and issue a short-lived presigned URL only after your application…
CVE-2026-55649: CVE-2026-55649: Stored Cross-Site Scripting in GeoNode Document Metadata Abstract Field
CVE-2026-55649: Stored Cross-Site Scripting in GeoNode Document Metadata Abstract Field Vulnerabi…
Plausible Analytics: 9,557 Title Matches and Team-Scoped API Keys
Plausible Analytics: 9,557 Title Matches and Team-Scoped API Keys Plausible holds website analytic…
Loopscale: Pricing Misconfig and NAV Loan Exploit
Originally published at Loopscale: Pricing Misconfig and NAV Loan Exploit On 5 November 2026, Loops…
A Botpress Staff Key Read Bot Configs in 16 Workspaces. The Target Was AI Credits
Book: Observability for LLM Applications Also by me: Thinking in Go (2-book series) — Complete Gui…
Mongo Express: 11,349 Title Matches and the UI-to-Database Credential Split
Mongo Express: 11,349 Title Matches and the UI-to-Database Credential Split Mongo Express is a web…
Stop asking "is this text malicious?": how I stopped 144/144 prompt-injection attacks on an AI banking agent
An AI agent that reads your e-mail and can send money is a strange kind of software. Half of its inp…
How to Implement Game File Export: Temporary Links for Tenant Downloads
Short answer: use a private object and mint a short-lived presigned URL only after the export worker…
Streamlining Kubernetes Cluster Management: Automating Upgrades, Security, and Maintenance to Reduce Operational Burden
Introduction: Navigating the Kubernetes Management Challenge Kubernetes has solidified its positio…
GHSA-QX75-2P3R-PWM5: CVE-2026-55622: Cross-Project Instance Copy Authorization Bypass in Canonical LXD and LXC Incus
CVE-2026-55622: Cross-Project Instance Copy Authorization Bypass in Canonical LXD and LXC Incus V…