Master AI observability with this comprehensive guide. Compare Langfuse, Helicone, LangSmith, and other tools. Learn which metrics matter, how to build evaluation pipelines, and implement production-grade monitoring for LLM applications.
Read more →Category: DevOps
DIY LLMOps: Building Your Own AI Platform with Kubernetes and Open Source
Build a production-grade LLMOps platform using open source tools. Complete guide with Kubernetes deployments, GitHub Actions CI/CD, vLLM model serving, and Langfuse observability.
Read more →MLOps vs LLMOps: A Complete Guide to Operationalizing AI at Enterprise Scale
Understand the critical differences between MLOps and LLMOps. Learn prompt management, evaluation pipelines, cost tracking, and CI/CD patterns for LLM applications in production.
Read more →DevSecOps: Integrating Security into DevOps – Part 2
Continuing from my previous blog, let’s dive deeper into the implementation of DevSecOps. Integrating Security into DevOps To implement DevSecOps, it is essential to integrate security into every phase of the DevOps lifecycle. The following are the key phases in DevOps and how to integrate security into each phase: DevSecOps Best Practices Here are some […]
Read more →DevSecOps: Integrating Security into DevOps – Part 3
Continuing from my previous blog, let’s explore some more advanced topics related to DevSecOps implementation. Shift-Left Testing One of the key concepts in DevSecOps is shift-left testing. This means shifting security testing as far left in the software development process as possible. This helps identify security issues early in the development process, which is much […]
Read more →DevSecOps: Integrating Security into DevOps – Part 4
In this continuation blog, we will explore some more advanced topics related to DevSecOps implementation. Threat Modeling Threat modeling is the process of identifying potential threats to an application or system and evaluating their impact. It helps identify potential security vulnerabilities and prioritize security activities. The following steps are involved in the threat modeling process: […]
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