Articles published in September 2026, newest first.
CybersecurityFoundation
The most capable cybersecurity AI is no longer being released like an ordinary API feature. Here is why providers are verifying users, limiting scope and monitoring what their models can do.
Artificial IntelligenceFoundation
AI providers are cutting token prices, but the cheapest model on a price sheet may not complete your work at the lowest cost. Learn how to measure the cost of a successful task instead.
Artificial IntelligenceFoundation
China’s AI effort now reaches beyond models into chips, cloud platforms, data centres and capital markets. Understanding the links between these layers explains both the progress and the remaining constraints.
Artificial IntelligenceFoundation
Distillation can make smaller AI models more capable and efficient. It can also become a method of extracting another model’s behaviour at scale. Here is where normal engineering ends and alleged API abuse begins.
Cloud ComputingFoundation
A service appearing in a cloud catalogue does not guarantee that your workload can obtain it. This article explains quotas, physical capacity, reservations and workload availability.
CybersecurityFoundation
Ransomware victim counts, police complaints, and breach datasets measure different parts of the problem. Here is what the 2026 evidence can—and cannot—tell security teams, and where defensive effort should go next.
Career & LearningLearning direction
Cloud roles are not disappearing. The repetitive parts are being automated while the responsibility around them gets wider. The safer question is not your title, but what you can operate reliably.
CybersecurityFoundation
DNS decides where users connect and can be attacked without ever touching the application. Authoritative DNS, resolvers and administration each need different defences.
Artificial IntelligenceFoundation
Buying more AI chips does not create usable computing capacity. Power plants, transmission, substations and cooling are becoming the slower part of AI expansion.
Artificial IntelligenceFoundation
Understand how MCP, A2A, and WebMCP solve distinct connection boundaries for AI agents, how their technical maturity differs, and which protocol to focus on first.
Artificial IntelligenceWhat changed
TypeSafe AI's Jev returns structured decisions with probabilities that software can act on. That could make some AI workflows faster and cheaper—but a valid answer is not necessarily a correct one.
DevOpsWhat changed
Kubernetes 1.37 brings rootless kubelet, HPA scale-to-zero and a stable Metrics API. Here is what platform teams should understand before upgrading.
DevOpsWhat changed
As AI-generated reviews become inputs to merge policy, teams must distinguish advisory signals from deterministic repository rulesets, required checks, and merge authorization.
Artificial IntelligenceFoundation
SeriesPart 3 of 3Learn how to evaluate AI claims about accuracy, reliability, benchmarks, security, bias, reasoning, autonomy, and real-world performance.
Artificial IntelligenceFoundation
SeriesPart 2 of 3Understand how AI answers questions, including grounding, retrieval, RAG, hallucinations, memory, multimodal AI, tool use, and AI agents.
Artificial IntelligenceFoundation
SeriesPart 1 of 3Understand essential AI terms in simple English, including machine learning, generative AI, LLMs, training, prompts, tokens, and context windows.
Career & LearningFoundation
What does a Forward Deployed Engineer do? Learn how the role differs from Solutions Engineering, the skills employers seek, and what to check before applying.
Artificial IntelligenceWhat changed
Understand the six AI misalignment cases OpenAI reported, what its new disclosure framework covers, and what the findings do—and do not—establish.
DevOpsWhat changed
GitHub Actions is changing runner requirements, runtimes, and workflow permissions. Learn what these updates mean for developers and DevOps teams.
CybersecurityGuide
Learn why AI agents need distinct identities, bounded authority, external policy enforcement and auditable cloud access—not shared API keys.
