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Cloud Talk
A collection of articles, podcasts and blogs on all things cloud, data and digital - from our consultants, industry veterans and experts around the world.
Architecting Solutions: Product Deep Dives


Langfuse Self Hosting: A Complete Guide to Docker Compose Deployment, Setup, and Observability
Discover how to deploy Langfuse locally or on a virtual machine with Docker Compose. This step-by-step guide explores core Langfuse features, prompt management tools, self-hosting benefits, and advanced observability techniques for LLM-powered applications.

SquareShift Content Team
Jul 284 min read


Building Production-Ready LLM Apps with Langfuse: Your Ultimate Guide
Tired of treating your LLM app like a black box? Langfuse gives AI engineers the visibility and control they need to debug hallucinations, manage prompts with precision, and evaluate LLM performance in real-time. This guide explores how Langfuse brings observability, DevOps readiness, and cost-efficiency to your AI workflows so you can confidently ship and scale production-ready LLM apps.

SquareShift Content Team
Jul 254 min read


Foresight AI - AutoML vs Custom Models in Vertex AI: Choosing the Right Forecasting Strategy
Should you use AutoML or build custom models for your forecasting needs? At Foresight AI, we faced this dilemma head-on. This blog unpacks our decision-making process, real-world implementation on Vertex AI, and why a hybrid forecasting strategy powered by automation, feature engineering, and MLOps is the future.

SquareShift Content Team
Jul 244 min read


Creating a Solid Vertex AI Dev Environment Using Vertex AI Pipelines
Vertex AI Pipelines transform how ML teams orchestrate scalable, modular workflows on Google Cloud Vertex AI. This guide breaks down how to build a robust Vertex AI development environment, covering library modularization, containerized ML pipelines, KFP LocalRunner local testing, and CI/CD deployment automation ensuring your models move efficiently from experimentation to production.

SquareShift Content Team
Jul 234 min read


AI-Powered Vulnerability Management: Transform Your Security Operations, Cut Response Time by 75%
AI Resolve X is SquareShift’s generative AI-powered platform built to tackle today’s overwhelming cybersecurity threats. With the surge in CVEs and analyst burnout, AI Resolve X streamlines vulnerability management by eliminating false positives, accelerating patch cycles, and enabling natural language querying through its built-in VMBot. Discover how enterprises can move from reactive defense to proactive risk mitigation while saving millions and retaining top talent.

SquareShift Content Team
Jul 173 min read


Understanding Cloud FinOps Part - 1: Building Financial Discipline in the Cloud Era
Cloud FinOps is more than a cost-cutting tool; it’s a cultural and operational shift that enables organizations to bring accountability, visibility, and continuous optimization to cloud spending. In this first part of our five-part series, we break down the foundations of Cloud FinOps and share actionable steps to help your teams take charge of cloud financial management.

SquareShift Content Team
Jul 173 min read
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