Posts tagged
#security
24posts
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
ASPM: What Actually Changes When You Merge SAST, DAST, and SCA Into One Risk View
Three vendors independently ship ASPM in 2026, converging on one idea: stop treating scanner output as separate alerts, rank by what's actually reachable and exploitable. What's verified, what's vendor framing, and one vendor's bet on AI-written code.
4 min readAI-SPM Isn't a New Category — It's CSPM Learning to See AI Workloads
Orca and Microsoft both ship AI-SPM as an extension of their existing CSPM platform, not a standalone product — except for one 2026 licensing change that cuts the other way. What AI-SPM actually covers, and where the real boundary sits.
5 min read
Malaysia's Birdie-X: A Few Hundred Ringgit Per Shot — How a Homegrown Laser Killed the Cost Equation
Birdie-X, the RMAF + STRIDE + Benua Defence anti-drone laser unveiled in June 2026, swaps a million-ringgit interceptor missile for a high-powered beam. Cost per engagement drops to a few hundred ringgit. Here is what the field notes say — and what they don't.
6 min readMalaysia's Military AI Push: Sovereign Ambition, Cloud-Security Blind Spots
TactiDrone's offline AI is a quiet admission about cloud-dependent C2 risk. The same gaps that plague government cloud security — talent shortage, silos, corruption risk — also bottleneck Malaysia's military AI.
9 min readShift-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 readMalaysia's Military AI Infrastructure 2026 — Case Study and Threat Scenarios
PSPN 2026-2030, PSEP Cyber Command, STRIDE drone framework, CL-STA-1062 attacks on ASEAN critical infrastructure, TNB AI grid, and NACSA's Cryptology Centre — a case study on how Malaysia is building and defending military AI infrastructure amid real 2026 threats.
7 min readThe World Is Writing AI Law — What Engineers Actually Need to Know
EU AI Act enforcement began Feb 2025. Malaysia is finalising an AI Governance Bill. ASEAN has its own frameworks. Regulation is shaping how we build AI — whether we are paying attention or not. A guide for engineers.
6 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 readIdentity Is the New Perimeter — Lessons from Snowflake, MGM and Scattered Spider
In 2024, UNC5537 stole data from 165 Snowflake customers without exploiting a single vulnerability. In 2023, Scattered Spider paralysed MGM in a 10-minute phone call. This is not a technical attack story — it is the new era where identity is the only perimeter left.
5 min readMalaysia & Defence AI: Left Behind or Being Careful?
Singapore has deployed autonomous drones, DSTA runs AI detection systems — and Malaysia? We need to ask this question honestly: where do we stand, and where should we go?
7 min readAI on the Battlefield: Project Maven, Drone Swarms & JADC2
From thousand-unit drone swarms to AI targeting systems making decisions in milliseconds — AI has transformed warfare. This isn't science fiction. It's happening now.
5 min readMilitary AI & Defence
Field notes on AI in defence — from autonomous battlefield systems and drone swarms, to the hard question: where does Malaysia stand in this landscape?
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 readCloud Security Engineering 2026
Field note series on Cloud Security Engineering — shifting skills, modern tooling, and how engineers navigate a landscape that has converged with AI and agentic systems.
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 readCloud security baseline — the foundation that needs to be right from day one
Cloud Security Baseline (CSB) is the minimum set of controls that must exist before the first workload deploys. Here's the practical breakdown — from CIS Benchmarks, drift detection, to automatically enforcing baseline.
5 min readBecoming a cloud security engineer in 2026 — skills that have shifted
The role of cloud security engineer has changed more in 2 years than in the 5 years before. Here's an honest breakdown: what's stayed the same, what's changed, and what new skills you need now.
7 min read