QYTANG EVOLUTION

QYTANG Technology Evolution

Full video

Explore complete public sessions by year and follow how technology evolves.

YEAR · 2025

2025

CourseCourse IntroductionContentView
2025 Evolution Episode 1: Feishu Bitable Automation for Network Operations
2025 · Python & Automation

2025 Evolution Episode 1: Feishu Bitable Automation for Network Operations

This course uses Huawei network-device automation as a hands-on scenario and shows how Feishu Bitable and the Feishu Open Platform SDK can connect de…

2videos
Open course
2025 Evolution Episode 2: Istio Service Mesh Hands-on
2025 · Cloud & Containers

2025 Evolution Episode 2: Istio Service Mesh Hands-on

This course follows an Istio 1.24.2 dual-cluster service-mesh implementation from architecture and dual-cluster installation through connectivity val…

12videos
Open course
2025 Evolution Episode 3: AI Models and Providers for NetDevOps
2025 · Artificial Intelligence

2025 Evolution Episode 3: AI Models and Providers for NetDevOps

This episode evaluates AIHubMix, Alibaba Cloud Bailian, and SiliconFlow through practical NetDevOps tasks. It covers API integration, basic text gene…

2videos
Open course
2025 Evolution Episode 4: Smolagents: Letting AI Write Code to Complete Tasks
2025 · Artificial Intelligence

2025 Evolution Episode 4: Smolagents: Letting AI Write Code to Complete Tasks

This episode introduces Hugging Face Smolagents and its code-agent approach. Learners see how an agent decomposes a goal, writes and executes code, c…

1videos
Open course
2025 Evolution Episode 5: OpenBMP for BGP Monitoring and Control
2025 · Python & Automation

2025 Evolution Episode 5: OpenBMP for BGP Monitoring and Control

This episode builds BGP observability with OpenBMP. It explains the BMP protocol, collectors, messaging architecture, and centralized visibility into…

1videos
Open course
2025 Evolution Episode 6: RAGFlow: An Open-Source RAG Knowledge Framework
2025 · Artificial Intelligence

2025 Evolution Episode 6: RAGFlow: An Open-Source RAG Knowledge Framework

This episode walks through RAGFlow from deployment to application: account and model configuration, API keys, knowledge-base creation, document inges…

1videos
Open course
2025 Evolution Episode 7: Keycloak IAM and Cloudflare ZTNA in Practice
2025 · Cloud & Containers

2025 Evolution Episode 7: Keycloak IAM and Cloudflare ZTNA in Practice

This episode covers Keycloak realms, users, roles, clients, and single sign-on, then integrates the self-hosted identity provider with Cloudflare Zer…

1videos
Open course
2025 Evolution Episode 8: Building AI Agents with the OpenAI Agents SDK
2025 · Artificial Intelligence

2025 Evolution Episode 8: Building AI Agents with the OpenAI Agents SDK

This episode introduces the OpenAI Agents SDK through agents, tools, handoffs, context, and the run loop. It demonstrates combining model reasoning w…

1videos
Open course
2025 Evolution Episode 9: MCP: A Universal Tool Protocol for the AI Era
2025 · Artificial Intelligence

2025 Evolution Episode 9: MCP: A Universal Tool Protocol for the AI Era

This episode explains the Model Context Protocol host-client-server architecture and its JSON-RPC 2.0 resources, tools, and prompts. It compares stdi…

2videos
Open course
2025 Evolution Episode 10: Introduction to AI Infrastructure: Networking and Hardware
2025 · Artificial Intelligence

2025 Evolution Episode 10: Introduction to AI Infrastructure: Networking and Hardware

This three-part episode examines the bandwidth, latency, nonblocking-fabric, and congestion-control demands of AI/ML workloads; introduces specialize…

3videos
Open course
2025 Evolution Episode 11: Infrahub: A Source of Truth for Infrastructure as Code
2025 · Python & Automation

2025 Evolution Episode 11: Infrahub: A Source of Truth for Infrastructure as Code

This episode shows how Infrahub uses a graph data model to manage infrastructure objects, relationships, schemas, branches, and changes. It connects …

1videos
Open course
2025 Evolution Episode 12: Knowledge-Augmented Generation and MCP Wrapping with KAG
2025 · Artificial Intelligence

2025 Evolution Episode 12: Knowledge-Augmented Generation and MCP Wrapping with KAG

This episode explores KAG knowledge modeling and retrieval augmentation through containerized deployment, reverse proxy and TLS, model and knowledge-…

1videos
Open course
2025 Evolution Episode 13: Google A2A for Multi-Agent Collaboration
2025 · Artificial Intelligence

2025 Evolution Episode 13: Google A2A for Multi-Agent Collaboration

This episode explains Agent2Agent agent cards, capability discovery, task and message models, long-running jobs, and cross-framework interoperability…

1videos
Open course
2025 Evolution Episode 14: Multimodal Image RAG Knowledge Retrieval
2025 · Artificial Intelligence

2025 Evolution Episode 14: Multimodal Image RAG Knowledge Retrieval

This episode develops a multimodal RAG approach for images and text, focusing on Cohere Embed 4's unified embedding space, long context, Matryoshka d…

1videos
Open course
2025 Evolution Episode 15: Building Agents with Google ADK
2025 · Artificial Intelligence

2025 Evolution Episode 15: Building Agents with Google ADK

This episode introduces Google Agent Development Kit concepts including agents, tools, sessions, runners, and multi-agent composition. Python example…

1videos
Open course
2025 Evolution Episode 16: Observability with gNMI Metrics and Loki Logs
2025 · Python & Automation

2025 Evolution Episode 16: Observability with gNMI Metrics and Loki Logs

This episode combines network telemetry and logs in one observability workflow: gNMI streams device metrics, Loki stores logs efficiently through lab…

1videos
Open course
2025 Evolution Episode 17: Check Point Maestro and ElasticXL
2025 · Cisco & Other Networking

2025 Evolution Episode 17: Check Point Maestro and ElasticXL

This episode explains Check Point Maestro hyperscale architecture, including orchestrators, security groups, uplinks and downlinks, active-active ope…

2videos
Open course
2025 Evolution Episode 18: Cisco MCP Wrappers: Connecting Traditional Networks to AI
2025 · Artificial Intelligence

2025 Evolution Episode 18: Cisco MCP Wrappers: Connecting Traditional Networks to AI

This episode wraps Cisco Catalyst Center and Meraki management APIs as MCP tools so agents can query devices, inspect state, and invoke controlled op…

1videos
Open course
2025 Evolution Episode 19: Tailscale Cloud-Native Networking and Secure Access
2025 · Cisco & Other Networking

2025 Evolution Episode 19: Tailscale Cloud-Native Networking and Secure Access

This episode explains Tailscale through WireGuard, its control plane, node identity, Tailnets, ACLs, key management, subnet routers, and exit nodes. …

1videos
Open course
2025 Evolution Episode 20: ServiceNow API and Webhook in Practice
2025 · Python & Automation

2025 Evolution Episode 20: ServiceNow API and Webhook in Practice

This episode covers ServiceNow automation integration through REST authentication, table queries and record creation, Incident operations, and webhoo…

1videos
Open course
2025 Evolution Episode 21: Vector and LogJetStream for High-Performance Log Pipelines
2025 · Python & Automation

2025 Evolution Episode 21: Vector and LogJetStream for High-Performance Log Pipelines

This episode designs a high-throughput logging pipeline for collection, distribution, storage, sampling, filtering, and deduplication with Vector and…

2videos
Open course
2025 Evolution Episode 22: AIOps with PyATS, PSIRT, ServiceNow and MCP
2025 · Python & Automation

2025 Evolution Episode 22: AIOps with PyATS, PSIRT, ServiceNow and MCP

This episode builds a closed-loop network AIOps workflow: MCP invokes PyATS to collect device data, vendor PSIRT intelligence supports AI-generated v…

2videos
Open course
2025 Evolution Episode 23: Running an Open-Source Network Automation Stack on Kubernetes
2025 · Python & Automation

2025 Evolution Episode 23: Running an Open-Source Network Automation Stack on Kubernetes

This episode deploys a complete network automation stack on Kubernetes: NetBox for assets; Filebeat, Kafka, Vector, Elasticsearch, and Kibana for log…

6videos
Open course
2025 Evolution Episode 24: Advanced Cisco Syslog Configuration and Parsing
2025 · Cisco & Other Networking

2025 Evolution Episode 24: Advanced Cisco Syslog Configuration and Parsing

This episode covers advanced Cisco Syslog configuration including severity, facility, timestamps, source interfaces, structured fields, and remote-se…

1videos
Open course
2025 Evolution Episode 25: Cisco TRex High-Performance Traffic Generator
2025 · Cisco & Other Networking

2025 Evolution Episode 25: Cisco TRex High-Performance Traffic Generator

This episode introduces Cisco TRex and its DPDK-based user-space packet-processing architecture. It covers topology, interfaces and routes, traffic p…

1videos
Open course
2025 Evolution Episode 26: New RAG Techniques: HiRAG and HeteRAG
2025 · Artificial Intelligence

2025 Evolution Episode 26: New RAG Techniques: HiRAG and HeteRAG

This episode compares two newer RAG approaches. HiRAG reduces noise and hallucination through hierarchical retrieval, selection, composition, and rea…

1videos
Open course
2025 Evolution Episode 27: Network Telemetry with InfluxDB 3 and gRPC TLS
2025 · Python & Automation

2025 Evolution Episode 27: Network Telemetry with InfluxDB 3 and gRPC TLS

This episode traces InfluxDB versions 1 through 3 and focuses on IOx, Apache Arrow, Parquet, object storage, SQL/DataFusion, and high-cardinality wor…

1videos
Open course
2025 Evolution Episode 28: Centralized Management with Elastic Fleet and Agent
2025 · Python & Automation

2025 Evolution Episode 28: Centralized Management with Elastic Fleet and Agent

This episode explains how Elastic Fleet, Fleet Server, agent policies, integrations, and Elastic Agent work together. It demonstrates centralized enr…

1videos
Open course
2025 Evolution Episode 29: Dify Low-Code AI Application Platform
2025 · Artificial Intelligence

2025 Evolution Episode 29: Dify Low-Code AI Application Platform

This episode covers Dify model management, prompt applications, workflow orchestration, knowledge-base RAG, tool calls, and publishing. It combines m…

1videos
Open course
2025 Evolution Episode 30: LangChain Deep Agents for Complex Troubleshooting
2025 · Artificial Intelligence

2025 Evolution Episode 30: LangChain Deep Agents for Complex Troubleshooting

This episode introduces LangChain Deep Agents for complex, long-running work through planning and TODOs, subagents, filesystem tools, context managem…

1videos
Open course