Long-form articles and engineering guides, newest first. Older reference material also lives in the technical archive.
Cloud ComputingFoundation
AWS Lambda Managed Instances can now run some invocations for 90 minutes. Learn which workloads qualify and when ECS, Batch, Step Functions or durable execution remains the better design.
DevOpsFoundation
OpenTelemetry standardizes how applications produce and send traces, metrics and logs. Learn what this makes portable, what remains vendor-specific and when operating a collector is worth it.
DevOpsFoundation
Ingress-NGINX was retired on March 24, 2026. Existing clusters continue routing traffic, but receive no security fixes. Learn how to plan a safe transition to Gateway API.
Artificial IntelligenceFoundation
AI benchmark scores are useful only when you know what was tested, how it was scored and whether the task resembles your work.
Career & LearningFoundation
AI can remove useful repetition, but it can also hide gaps in understanding. Here is a better way to judge learning and code readiness.
CybersecurityFoundation
AI is moving from answering an attacker's questions to carrying out parts of an intrusion. Here is what that changes for defenders—and what it does not.
CybersecurityFoundation
In the last thirty days, post-quantum cryptography moved from research-department work to infrastructure compliance requirement. Here is what changed and why it matters to your systems.
CybersecurityFoundation
A 72-minute breach does not give every security team the same deadline. Learn what the different attack clocks measure, where automation helps and which containment decisions still need a person.
A dated field guide to 18 current free and open-weight models — what each one is, who publishes it, and what it's actually good for. Not a ranking.
Once a company no longer stands behind the download, verifying it becomes your job. Here is where free AI models actually come from, and how to tell a legitimate one from a tampered one.
Downloading a free model is one click. Running it well is a different job. Here is the hardware, the tools, and the trade-offs nobody puts in the demo video.
Artificial IntelligenceFoundation
SeriesPart 1 of 4"Free AI" can mean three different things. Here is what paid, free, and open-weight models actually give you — and what they quietly cost.
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.
