AI, cybersecurity, and software: clear insights for curious builders and lifelong learners.
Platform Risk
+5
Aug 25, 2026
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8 min read
The site was easy to copy, but its audience wasn't. The gap says something important about software in the AI era.
AI Architecture
+4
Aug 20, 2026
6 min read
Safe formats are only one layer. Verify model origin, inspect loaders, and promote approved AI releases through a security gate.
Agents
Aug 18, 2026
A real offensive agent scanned targets, fetched exploits, and then served its operator's secrets to the network. The incident shows why agent security begins with containment.
Aug 6, 2026
Observability can copy prompts, tool results, and customer data into systems built for debugging. Those traces need their own security boundary.
+8
Aug 4, 2026
12 min read
Hidden guardrails, destroyed books, punishing limits, and a closed-platform turn are burning the trust that once made Claude different.
Cybersecurity
+2
Aug 1, 2026
The SonicWall SMA 1000 zero-days show why fixing an exploited edge device requires two separate jobs: closing the vulnerability and restoring trust in everything the device could access.
Jul 29, 2026
The July 28 release makes agent infrastructure easier to scale while moving critical state and security decisions into application code.
Web Security
+7
Browser agents need a security boundary between what they read and what they are allowed to do
+3
Jul 27, 2026
Shared LLM caches can reveal private text without exposing it directly.
Jul 26, 2026
How poisoned inputs, compromised sources, and weak provenance quietly reshape AI systems
+9
Jul 25, 2026
5 min read
AI agents should receive short-lived, task-specific access instead of inheriting the full authority of the person who launched them.
+1
Jul 22, 2026
4 min read
An internal security test revealed that advanced reasoning models can exploit vulnerabilities and traverse networks to artificially improve their scores.
Jul 20, 2026
How AI supply‐chain pipelines and safety guardrails can fail in practice, and what developers need to fix in their own systems.
Linux
Jul 16, 2026
3 min read
How an AI security tool uncovered a 15-year-old kernel flaw that gives local attackers an easy path to root and container escapes.
Jul 15, 2026
Why giving AI reviewers autonomous command execution is a massive security risk, and how to safely sandbox your coding agents.
Jul 14, 2026
2 min read
How to keep your network safe in the wake of CVE-2026-11405
