Posts tagged
#guardrail
10posts
AI guardrails in October 2026: attackers route around them, defences move outward
CrowdStrike, Anthropic, new research and a White House accord agree: guardrails inside the model are not the security boundary. What changed, and what to do.
7 min readAI guardrails in Malaysia: the law lands in 2027 — what engineers should prepare now
Malaysia's AI Governance Bill is drafted, an AI Safety Institute exists, and deepfakes are the daily fight. What's known, what isn't, and what to build now.
6 min read
Shift-Left → Auto-Remediation → Agentic Remediation: The 2026 Vendor Landscape and a Palo Alto Cortex Cloud Deep Dive
From Checkov blocking PRs in CI to AI agents executing one-click fixes across code, cloud, and SOC — a vendor-by-vendor map of how cloud security moved from finding issues to fixing them, and where Palo Alto's Cortex Cloud platform sits in the race.
9 min readGuardrail Vendors vs Production Reality — What AWS, Azure and Google Don't Tell You
AWS Bedrock Guardrails, Azure AI Content Safety, Google Vertex AI Safety — all look solid in documentation. But in production, there are real gaps between vendor promises and actual protection. Data from Palo Alto Unit42, AML bypass research, and production latency benchmarks.
7 min readGround Truth
Essays and case studies on the global cloud security and AI guardrail engineering landscape — perspective, analysis, and real threat scenarios from a Malaysian and ASEAN context.
1 min readOpen source AI agent OS — Goose and the 2026 agentic ecosystem
Goose by Block (now under Linux Foundation), Alibaba's Anolis AgenticOS, and the open source agentic AI stack shaping how agents run, deploy, and get secured.
6 min readAI Guardrail Engineering
Field note series on AI Guardrail Engineering — covering the 2026 trend landscape, 6-layer production defense, bypass techniques, and the open source agent OS ecosystem. For Cloud Security and AI engineers.
1 min readHow AI guardrails get hacked — bypass techniques every engineer needs to know
Guardrails aren't walls that can't be broken. These are 7 proven bypass techniques from 2026 — roleplay, crescendo, encoding, prompt overflow — and how to defend against each one.
3 min readAI guardrails — 6 layers you must have in production
Most teams install one or two guardrails and call it 'secured'. This is the complete 6-layer reference for LLM production — with tools, frameworks, and the false positive costs vendors never tell you about.
5 min readCloud, AI, agentic OS — 2026 trends for Gen Z
Cloud security has shifted to intent filtering. AI has become an agent. Agents have become an OS. Four trends Gen Z needs to understand now.
12 min read