Use structured JSON logging for better searchability and analysis in cloud environments.
Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
Deploying LLM Applications on Cloud Run: A Complete Guide
Last year, I deployed our first LLM application to Cloud Run. What should have taken hours took three days. Cold starts killed our latency. Memory limits caused crashes. Timeouts broke long-running requests. After deploying 20+ LLM applications to Cloud Run, I’ve learned what works and what doesn’t. Here’s the complete guide. Figure 1: Cloud Run… Continue reading
Tips and Tricks – Implement Circuit Breaker for Resilient Services
Prevent cascade failures by implementing circuit breaker pattern for external service calls.
Tips and Tricks – Automate Security Scanning in CI Pipeline
Catch vulnerabilities early by integrating security scanning into your CI workflow.
Tips and Tricks – Implement Trunk-Based Development with Feature Flags
Ship code continuously while controlling feature rollout with runtime flags.
Enterprise Generative AI: A Solutions Architect’s Framework for Production-Ready Systems
After two decades of building enterprise systems, I’ve witnessed numerous technology waves—from SOA to microservices, from on-premises to cloud-native. But nothing has matched the velocity and transformative potential of generative AI. The challenge isn’t whether to adopt it; it’s how to do so without creating technical debt that will haunt your organization for years. The… Continue reading
Vector Databases: Why They Matter in the Age of Generative AI
After two decades of architecting enterprise systems and spending the past year deeply immersed in Generative AI implementations, I can state with confidence that vector databases have become the cornerstone of modern AI infrastructure. If you’re building anything involving Large Language Models, semantic search, or Retrieval-Augmented Generation (RAG), understanding vector databases isn’t optional—it’s essential. This… Continue reading
Tips and Tricks – Cache Dependencies in GitHub Actions
Speed up CI builds by caching package manager dependencies between runs.
Tips and Tricks – Optimize Re-renders with React.memo and useMemo
Prevent unnecessary component re-renders by memoizing components and computed values.
Tips and Tricks – Debounce Search Inputs for Better Performance
Prevent excessive API calls by debouncing user input in search fields.