Auto-scaling is one of the most practical benefits of cloud infrastructure. It allows applications to add resources when demand increases and remove them when demand drops. Done well, it improves
Category: TECH
Deployment on Edge and Low-Resource Devices: Quantising and Optimising Smaller Agent Models Beyond the CloudDeployment on Edge and Low-Resource Devices: Quantising and Optimising Smaller Agent Models Beyond the Cloud
AI agents are often deployed in major cloud environments, but many products cannot depend on constant connectivity or cloud-scale budgets. A warehouse handheld may drop offline, a hospital tablet may
Observability vs Monitoring: The New Standard for ReliabilityObservability vs Monitoring: The New Standard for Reliability
As software systems grow more distributed and dynamic, ensuring reliability has become more complex than ever. Microservices, cloud-native architectures, and continuous deployment pipelines introduce many moving parts that can fail
Stakeholder Engagement Assessment Matrix Application: Classifying Stakeholders by Involvement LevelsStakeholder Engagement Assessment Matrix Application: Classifying Stakeholders by Involvement Levels
Every project operates within a web of human interests, expectations, and influence. Even the most technically sound plans can fail if the people connected to the project are disengaged, resistant,
LLM Training: Curriculum Learning and Data Sequencing for Faster, More Stable ConvergenceLLM Training: Curriculum Learning and Data Sequencing for Faster, More Stable Convergence
Large Language Models (LLMs) learn patterns from vast datasets, but “more data” is not always the same as “better learning.” Just like humans, models can benefit from a structured learning
Multidimensional Scaling: Transforming Distances into Visual StoriesMultidimensional Scaling: Transforming Distances into Visual Stories
Introduction Imagine entering a dark room filled with voices. You cannot see anything, but you can sense who is close, who is far and who is moving toward you. Gradually
The Microservices Architecture: A Look at Breaking Down a MonolithThe Microservices Architecture: A Look at Breaking Down a Monolith
Introduction: The Monolith and the Maze Imagine a colossal medieval castle—grand, imposing, and intricately built. It’s strong, but its walls are thick and rigid. If a single stone weakens,