By Tim Fraser
A year ago, the best AI coding agents could sustain about 30 minutes of autonomous work before losing context. By mid-2025, Rakuten managed 7 hours of continuous autonomous coding with Claude — a resu...
Read more →> **Executive summary:** As AI moves from experimentation into everyday work, costs stop behaving like per-seat software. When friction is removed, usage accelerates because more work gets done. The r...
Read more →Most SMEs don't need "more DevOps". They need operational clarity. In small-to-mid sized organisations, the failure mode is predictable: capable engineers, plenty of AWS functionality, and a growing l...
Read more →For mid-sized organizations that have invested in private LLM infrastructure, the interface layer represents a critical strategic decision point. This is where your data sovereignty strategy either su...
Read more →After exploring the reference architecture for deploying Ollama on AWS in my previous article, many of you asked about maintaining these environments securely over time. Today, I'll focus on building ...
Read more →After my recent post exploring the challenges of data sovereignty in AI implementations, many of you expressed interest in the technical aspects of deploying private LLMs. Today, I'll outline the arch...
Read more →After spending over a decade in DevOps and cloud architecture roles, I've identified a critical challenge that's becoming increasingly common: organizations want to leverage AI capabilities but strugg...
Read more →There are many potential reasons why AI language models can experience "hallucinations" - generating responses disconnected from facts or logic. These hallucinations pose risks of propagating misinfor...
Read more →In the digital transformation era, cloud computing has emerged as a catalyst for change, empowering organisations to reimagine their IT strategies and unlock new levels of agility, scalability, and in...
Read more →Amazon Web Services (AWS) provides a robust and flexible infrastructure for businesses to build and deploy their applications. As organizations grow and their cloud environments become more complex, m...
Read more →In today's complex cloud environments, managing DNS across multiple AWS accounts can be a daunting task. However, organisations can streamline DNS management while maintaining tight control and govern...
Read more →In today's fast-paced digital landscape, businesses are constantly seeking ways to optimize their database infrastructure for enhanced performance, scalability, and cost-efficiency. Amazon Web Service...
Read more →Yes, you can add IPv6 support to an existing AWS VPC without risking issues in your production environment if you follow the proper steps and best practices. The key is to leverage the dual-stack mode...
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