GitHub Copilot is Now Generally Available: The AI Pair Programmer for Everyone
GitHub Copilot is an AI-powered code completion tool developed by GitHub in collaboration with OpenAI. It uses the Codex model (a descendant of GPT-3…
Thoughts on data engineering, cloud architecture, and technology. 2205 articles and counting.
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GitHub Copilot is an AI-powered code completion tool developed by GitHub in collaboration with OpenAI. It uses the Codex model (a descendant of GPT-3…
GraphQL subscriptions provide elegant real time communication, ideal for dashboards, notifications, and live updates.
APIM GraphQL support enables modern API patterns with enterprise governance, rate limiting, and authentication.
gRPC offers binary serialization, HTTP/2 multiplexing, and streaming for high performance microservices on Azure.
Aspect Dapr Service Mesh Focus Application building blocks Network infrastructure mTLS Via mesh integration Native State Management Built in Not provided…
Open Service Mesh: Azure's SMI-Compatible Mesh
Linkerd offers simplicity and low overhead, ideal for teams wanting service mesh benefits without complexity.
Istio on AKS: Complete Service Mesh Implementation
Feature Istio Linkerd OSM mTLS Yes Yes Yes Traffic Management Advanced Basic Moderate Observability Extensive Good Good Resource Usage High Low Moderate…
eBPF programs run in a sandboxed virtual machine within the Linux kernel, processing events without kernel modifications.
eBPF (Extended Berkeley Packet Filter) allows running sandboxed programs in the Linux kernel without changing kernel source code, enabling efficient…
Traditional Azure CNI assigns VNet IPs to pods, limiting scale. Overlay mode uses a separate address space for pods.
Calico provides enterprise grade network security for AKS with features beyond standard Kubernetes Network Policies.
Network Policies provide essential microsegmentation for Kubernetes clusters. Enable a CNI that supports policies (like Azure CNI or Calico) to enforce them.
Three built in levels: Privileged : Unrestricted (equivalent to no PSP) Baseline : Prevents known privilege escalations Restricted : Heavily restricted,…
Seccomp (Secure Computing Mode) limits which system calls a process can make, reducing the attack surface.
Inside the debug container: Ephemeral containers enable live debugging of production pods without disruption, making troubleshooting faster and safer.
containerd provides core container functionality: image management, container execution, and storage through a modular design with plugins.
Dockershim was a Kubernetes component that translated Docker API calls to the Container Runtime Interface (CRI). With its removal, containerd communicates…
Handle node failures gracefully: Configure node shutdown behavior: Control traffic routing for services: Track batch job progress: Stricter API validation:…
Dockershim removal Seccomp by default Pod security admission Ephemeral containers GA Storage capacity tracking With Dockershim removed, containerd is now…
Cloud based developer workstations with instant provisioning: Pre configured development environments Self service portal for developers Cost management…
Common optimization problems suitable for quantum: Traveling Salesman Problem (TSP) Vehicle Routing Portfolio Optimization Job Shop Scheduling Max Cut…
Azure Quantum provides several simulator options: Simulates all 2^n amplitudes: Run with the full state simulator: Efficient for states with few non zero…