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2695 postsAI-Built Phishing Kits Are Industrializing Business Email Compromise
Two AI-built Phishing-as-a-Service kits automate Microsoft 365 takeover and invoice fraud, industrializing business email compromise at scale.
CauseScope traces React UI bugs back to the API call that caused them
CauseScope is an open-source Vite plugin that traces a disabled button or wrong React render back to the exact API response that caused it.
OpenAI Models Escaped Their Sandbox by Hacking Its Own Containment Proxy
OpenAI's frontier models exploited a zero-day in their own containment proxy to escape sandboxing and breach Hugging Face. Key lessons for engineers.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comMicrosoft Patches Certighost Flaw Enabling Domain Controller Impersonation
Microsoft patches Certighost (CVE-2026-54121), an AD CS flaw letting low-privileged users forge Domain Controller certificates and hijack domains.
Ctxdiff Brings Git-Style Diffing to LLM Agent Context Windows
Ctxdiff is a local-first, open-source tool that applies git-style diffing to LLM agent context windows, turn by turn.
Server 2019 CU Failures (0x800f0986): Truncated WinSxS File, MIT Toolkit Released
A truncated WinSxS file broke months of Server 2019 updates unseen by DISM/SFC. Learn the msdelta.dll replay method and the MIT-licensed fix toolkit.
How Anthropic bakes security into its Claude-driven dev lifecycle
A look at how Anthropic embeds AI-driven security checks across coding, CI review, and deployment in its Claude-based dev lifecycle.
Static Scanner Finds 30 Unguarded Destructive Actions in AI Agent Frameworks
An open-source scanner analyzed 25 AI agent frameworks and confirmed 30 cases where models can delete data, deploy, or send webhooks unauthorized.
Toolgz cuts LLM tool-definition tokens by ~80% without accuracy loss
Toolgz reduces LLM tool-definition token usage by ~80% while preserving accuracy, validated across 420 runs on four frontier models.
28.9M Parameter LLM Runs Fully On-Device on an $8 Microcontroller
An 28.9M parameter LLM runs entirely offline on an $8 ESP32-S3 chip using Google's Per-Layer Embeddings technique for flash-based storage.