Azure OpenAI rate limits become a real concern the moment an AI application moves from development into production. Learn how to manage RPM and TPM to prevent throttling.
Developer
44 Articles
44
Table of Contents Hey Everyone! Today I have curated a massive list of top projects for beginners, complete with open-source code on GitHub. Whether you are aiming to build a strong portfolio or just looking to practice your skills, building…
Table of Contents Hey Everyone! Today I have curated a massive list of 20+ DevOps & Cloud projects for beginners, complete with open-source code on GitHub. Whether you are aiming to become a Cloud Engineer, Site Reliability Engineer (SRE), or…
Production AI agents fail silently without durable memory. Discover 7 critical Cosmos DB design patterns to scale Azure AI workflows and control your costs.
Implicit identity assumptions expose AI systems to privilege escalation. Learn 7 critical Azure AD B2C controls to secure your production AI agent workflows.
Multi-agent systems degrade silently under load. Master 8 critical orchestration architecture decisions to build stable, cost-controlled Azure AI workflows.
Struggling to choose between Azure AI Agents and LangGraph? Uncover the architectural differences in state management, scalability, and operational costs.
Multi-step AI agents degrade invisibly without proper monitoring. Discover 7 critical wins using Azure Monitor to expose hidden failures and control costs.
Monorepos look incredibly attractive on paper—one repository, shared tooling, consistent standards across every microservice. Then you try to build one with Python’s Poetry, and reality hits hard. A Poetry monorepo can be an elegant, rock-solid foundation for enterprise engineering, but…
I didn’t choose Azure MongoDB Atlas because it was trendy.I chose it because self-managed MongoDB on Azure VMs kept costing us time, sleep, and reliability.Backups failed silently.Scaling required downtime planning.Security reviews turned into infrastructure audits.Azure MongoDB Atlas promised something different:…
When Prompt Engineering Wasn’t Enough The model was smart.The prompts were detailed.The outputs were… inconsistent.Sometimes it answered perfectly.Sometimes it ignored instructions it followed just one request earlier.We added more examples.We refined prompts.We layered system messages.Eventually, it became clear: this wasn’t…
Installing VS Code extensions is usually effortless—click Install, wait a second, and move on.Until the day you can’t.Offline machines.Air-gapped servers.Strict enterprise networks.Version pinning requirements.That’s when you realize you don’t just need the Python extension—you need the VSIX file itself.Manual ms-python.python…
The Dashboard Was Green. The Problem Wasn’t. The model passed every metric.Accuracy was high. Precision looked solid. Latency stayed well within limits.The deployment dashboard was glowing green.A week later, a complaint landed in my inbox: “Why was my application rejected…