Catching Hallucinated Imports Before pip install
Your AI assistant suggests a pip install. The package name looks right. It doesn't exist. A 2025 USEβ¦
AI tools, cybersecurity and development news aggregated from top sources β saved permanently with unique URLs.
Catching Hallucinated Imports Before pip install
Your AI assistant suggests a pip install. The package name looks right. It doesn't exist. A 2025 USEβ¦
Citibank's $900 Million Mistake: Six Eyes on an Approval Screen That Never Showed the Amount
Citibank wired $900M by mistake through a six-eyes approval screen that never showed the amount. Theβ¦
EEM as a Guardrail: Catching Dangerous Commands and Config Drift
This is Part 4 of a 5-part series on Cisco EEM. So far we've used EEM reactively β Part 2 to heal, Pβ¦
Two AI systems reviewed my security code. The workflow looked clear. Four findings were still open.
The dangerous failure in an agent workflow is not only that something gets missed. It is that a summβ¦
AWS Daily Digest β July 18, 2026
βοΈ AWS Daily Digest Β· July 18, 2026 Auto-generated Β· Groq (Llama 3.3 70B) Β· Free & Open-Source 7 hβ¦
Router Configuration Theft: What to Investigate After the Rebuild
An SNMP Set request can make a router write its own configuration to a file and send that file to anβ¦
Pivoting with nimux: Native SOCKS Workflows for Internal Network Access
Pivoting is one of the most important parts of an internal assessment. Once an operator reaches a hoβ¦
When Recon Fights Back: How a Giant's Infrastructure Made My Life Harder
I started working on a bug bounty program β a wide scope target, a giant in the gaming industry. I wβ¦
Before You Give an OpenClaw Contractor SSH Access, Run These 7 Redacted Checks
Giving a contractor SSH access should not be the first step in an OpenClaw VPS project. Before anyoβ¦
OpenAI ships GPT-Red to automate prompt-injection testing against AI agents
Every AI agent you wire into your pipeline is a new confused deputy sitting between your issues, youβ¦
the timeout flag on my windows auditor was wired to nothing
winrecon is a windows auditing script i wrote. it runs 20 checks on a box, scores it 0 to 100, and wβ¦
Path Consistency in Kubernetes DNS Stacks: Do Resolvers Agree Under Adversarial Conditions?
Most Kubernetes nodes do not have one DNS. They have a path: pod stub / libc, often systemd-resolvedβ¦