Category· 15 articles
AI Agents
AI Agents articles from the Axeploit team: attack chains, detection guidance, and practitioner deep dives.
10 min read
Memory Made Chatbots Useful. It Also Made Them Gossips.
Understands contextual integrity as a new, undetectable-by-access-controls privacy failure mode, gets the CIMemories benchmark evidence (up to 69% violation.…
12 min read
One ../ From Copilot: The CVE-2026-32193 Chain, Rebuilt for AKS Defenders
Readers get the full path-traversal-to-Copilot-hijack attack chain that public CVE coverage missed, plus concrete node-pool patching commands and detection.…
11 min read
Grok Decrypted Its Own Attack Instructions. Your Agent Would Too
Understand how encrypted context injection launders untrusted content into trusted tool output, and learn the concrete harness-level defenses that break the.…
13 min read
Five of the Top Seven Skills Were Malware: A Working Guide to OWASP's Agentic Skills Top 10
The reader gains a plain-language breakdown of OWASP's Agentic Skills Top 10 risks plus concrete controls, like permission manifests, pinning, sandboxing, and.…
9 min read
CircleCI's MCP Server RCE: A Defender's Playbook for All Three Advisories
A same-day playbook to assess exposure across all three CircleCI MCP advisories, hunt for signs of exploitation, remediate or migrate, and harden any.…
13 min read
Self-Correction Loops Can Make LLM Pipelines Worse: An 85% to 62% Case Study and a Pre-Ship Measurement Playbook
A concrete failure taxonomy and a pre-ship measurement playbook (flip-rate tracking, shadow mode, paired holdout A/B, written ship gates) to decide whether a.…
13 min read
Autonomous Cyber Warfare: Defending Against LLM-Powered Hackers with AI Security Agents
They will read how hackers are using LLMs to automatically analyze codebases, generate fuzzing payloads, and adapt, and the only way to defend against.…
6 min read
The MCP Security Problem: Why AI Tool Integrations Are the New Shadow IT
this audience gets a clearer view of hidden AI integration risk, learns why unmanaged tool connections expand attack surface, and can use the article to drive.…
8 min read
Weaponizing MCP: How Hackers Exploit Machine Connectivity Protocols in No-Code Apps
They will read how their no code is not immune to attacks and how hackers connectivity protocols, what they should implement to stay safe…
4 min read
Prompt Injection in Production: When Your AI Feature Becomes an Attack Vector
They learn to build "architectural moats" using Dual-LLM Guardrails and Zero-Trust Verification to prevent prompt injection from hijacking production features.…
3 min read
Beyond the Query: CRUD Automation and the Rise of the No-Code MCP Server
They can finally break the "human bottleneck" in data operations. This allows their teams to handle massive data migrations and multi-cloud database management.…
13 min read
Why Your AI Code Bill Just Became More Expensive Than Hiring a Full-Stack Engineer
Most articles treat AI coding costs as a footnote. This blog tears apart the "AI = cheap" assumption with real math, real scenarios, and the uncomfortable.…
5 min read
Shadow Agents: The New Corporate Risk Replacing Shadow AI in 2026
Remember when the big worry was employees pasting customer data into ChatGPT? That was shadow AI. A real problem, but a contained one.…
7 min read
Why “Checking Your Code” with AI Isn’t Enough: Real Secret of Staying Unhackable in 2026
Imagine you’re building a high-tech vault. You hire a world-class architect to look at your blueprints. They check the math, ensure the steel is thick enough.…
3 min read
The Post-Vibe Era: Why 2026 Belongs to Agentic Engineering
Exactly one year after coining the term "Vibe Coding" in February 2025, Andrej Karpathy returned with a professional correction.While vibe coding was about.…