From JSON to Lean: The Power of TOON for LLMsIntroduction In LLM applications, token usage = cost. Traditional JSON is verbose — it repeats keys, uses braces and quotes, and adds a lot of syntactic noise. TOON (Token-Oriented Object Notation) solves this by providing a compact, schema-aware for...Nov 20, 2025 · 5 min readsanketnmkr.hashnode.dev
AWS CodePipeline: Orchestrating the CI/CD WorkflowIn modern software development, deploying applications manually is slow, error-prone, and inefficient. Continuous Integration and Continuous Deployment (CI/CD) automate this process, ensuring faster, reliable, and consistent deployments. AWS CodePipe...Jan 25, 2025 · 8 min readsanketnmkr.hashnode.dev
Implementing Zero Trust Architecture on AWS: Best Practices for Enhanced SecurityIn today’s IT world, traditional security methods are no longer enough. With more people working remotely, the rise of cloud computing, and increasingly clever cyber threats, we need a stronger way to protect our systems and data. That’s where Zero T...Sep 16, 2024 · 5 min readsanketnmkr.hashnode.dev
Cost Optimization Strategies for Serverless ArchitecturesServerless architectures are becoming a popular choice due to their ability to scale easily and potentially reduce costs. Services like AWS Lambda, S3, and API Gateway offer a range of benefits, making it easier to manage applications and infrastruct...Jul 29, 2024 · 8 min readsanketnmkr.hashnode.dev
Managing State in Terraform: Best Practices for AWS DeploymentsTerraform is a powerful tool for defining and provisioning infrastructure as code (IaC). One of its core component is the state file, which is used track the state of your infrastructure. Managing this state is crucial for ensuring the reliability an...Jun 6, 2024 · 4 min readsanketnmkr.hashnode.dev
