What happens when you stage autonomous AI agents in production pipelines? A raw, 14-day engineering post-mortem breaking down runtime telemetry mapping, active policy simulation, and the reality of the developer 'instrumentation tax'.

A two-byte gRPC request crashed AWS's Kubernetes KMS plugin. Coordinated disclosure with AWS VDP; fix merged as aws-encryption-provider#169.

PrizeBuzz is a phishing-as-a-service kit on 318 .buzz domains cloning OMT, Coca-Cola, Vodafone and ~26 more brands via fake WhatsApp prize surveys. IoCs inside.

How I used Claude Code and Ghidra to turn messy ASUS driver leads into two validated CVEs without sending vendors AI slop.

How I found that anyone could register on FIFA's public Agent Platform, gain access to the Football Data Platform's Streaming Management panel, and get RTMP ingest URLs and stream keys for every live FIFA World Cup 2026 camera feed. I then spent hours calling…

FulcrumSec claims to have stolen over a terabyte of data from Novo Nordisk and demanded $25 million. Novo Nordisk disclosed an incident on June 11.

In Windows, a Quality of Service (QoS) policy is a rule that handles outbound network traffic. Specifically, it is used to cap the outbound bandwidth of a process, port, or protocol. Organizations …

A controlled experiment on a Java Spring API. Same prompts, same model, two branches: one reviewed by VibeReview by SecurityReview AI, one not. We are publishing the wins and the regression.

Chrome Extension for Boosting Volume Past Max Settings

CVE-2026-5667 – Unauthenticated remote control of Mitsubishi MAC-577IF-2E WiFi air conditioner adapters discovered via citywide probe request reconnaissance. Full technical writeup with PoC methodology.

Gain visibility for Claude beyond the Compliance API. Using OpenTelemetry to get logs that include tool calls, MCP activity and file access.

Heartbleed's ancient cousin, hiding in Squid since 1997.

Reading Time: 8 minutesXem bản tiếng Việt tại đây / Read the Vietnamese version Field Detail CyStack Advisory ID CSA-2026-NGINX-01 CVE IDs CVE-2026-42530 […]

Probably no, right?

That would be very dangerous, especially if the phishing website serving it is an exact copy of the thing you was looking for.

Well that's what happened to me!


TL;DR

I found a fake tronscan blockchain explorer duplicate on the #1…

A two-phase evaluation of fourteen open-source deepfake detectors on an SDXL + InstantID benchmark, with a robustness study against four social-media ingest pipelines.

Every line of client-side bot detection runs on hardware the attacker fully owns. Here's the engineering philosophy we use to defend code we can never actually hide.

I pay for 10 VPN connections. I use all 10 VPN connections.