Skill UI

This guide provides comprehensive strategies for scaling datasets that exceed the capacity of a single node. It covers various architectural patterns, including multi-tenancy with payload partitioning and sliding time window management. We detail the full scaling progression, from optimizing a single node (Vertical Scaling) to distributing data across multiple nodes via sharding (Horizontal Scaling), ensuring reliable handling of massive, growing datasets.

This comprehensive guide provides advanced strategies for optimizing and scaling Qdrant vector database throughput (QPS). It covers performance tuning techniques, such as optimizing segment size, enabling quantization, and using batch search. Furthermore, it details horizontal scaling methods using read replicas and addressing disk I/O bottlenecks, ensuring high performance for large-scale, high-concurrency retrieval applications.

A comprehensive operational guide for managing Salesforce integration failures and outages. This runbook provides step-by-step procedures for initial triage, diagnosing common API errors (e.g., rate limiting, authentication failures), implementing mitigation strategies, and conducting detailed post-incident reviews (postmortems). It covers best practices for ensuring system reliability during critical system outages.

Master the setup of enterprise-grade Role-Based Access Control (RBAC) within Snowflake. This guide covers defining custom role hierarchies, managing system roles, granting granular object privileges, and integrating advanced security features like SAML/OIDC-based Single Sign-On (SSO) and SCIM for automated user provisioning. Essential for implementing least-privilege access patterns and robust data governance.

A comprehensive guide for simulating a full Software Development Life Cycle (SDLC) using specialized AI roles. It defines protocols for managing cross-functional teams (Dev, QA, DevOps, Product), covering sprint planning, codebase management, bug tracking, and deployment, ensuring context survival across multiple chat sessions.

A comprehensive guide for connecting resource-constrained microcontrollers (like Arduino) to Azure IoT Hub and IoT Edge. It provides structured patterns for secure provisioning, handling intermittent networks (store-and-forward), robust telemetry transmission (MQTT over TLS), and implementing local edge decision-making for industrial and field deployments.

This skill guides users through building comprehensive Smart City and IoT solutions on the Azure platform. It covers the entire solution lifecycle, from initial high-level requirements and defining city domains (e.g., traffic, energy) to designing robust, scalable architectures. Outputs include detailed reference architectures, security checklists, cost strategies, and phased implementation roadmaps for enterprise deployment.

A comprehensive playbook detailing identification and bypass techniques for major binary protections, including ASLR, PIE, NX/DEP, RELRO, and stack canaries. This guide is essential for understanding how to exploit modern, difficult-to-break systems in advanced security research and CTF competitions.

A comprehensive guide covering expert techniques for breaking out of container isolation. This playbook details methods for exploiting privileged modes, abusing cgroups, manipulating namespaces, and leveraging vulnerabilities in Docker or Kubernetes environments. Essential for advanced security research and penetration testing.

A comprehensive playbook detailing advanced techniques for attacking Kubernetes clusters. Covers API server access, RBAC privilege escalation, service account token abuse, etcd secrets extraction, Kubelet exploitation, and various container escapes. This guide is essential for security professionals and red teams performing deep security assessments on cloud-native infrastructure.

A comprehensive guide for managing and operating the KubeSphere network extension. This skill provides detailed instructions on installing, upgrading, enabling, or disabling the network extension, managing Calico IPPool resources, configuring NetworkPolicies, and troubleshooting network isolation flows within a Kubernetes cluster environment. Essential for platform engineers and DevOps teams.

A comprehensive guide detailing various 802.11 management frame attacks, including deauthentication and disassociation. It covers targeted single-client deauth for handshake capture, broadcast DoS attacks, and advanced action-frame exploitation to bypass PMF (802.11w). Essential for professional penetration testing and wireless vulnerability assessment.