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Alibaba Cloud Native

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Latest from Alibaba Cloud Native

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Alibaba Cloud Native

Aug 31, 2026 · Cloud Native

Kickstarting the Data Flywheel: Four Ways to Connect Agents to AgentLoop

This article explains how AgentLoop uses the OpenTelemetry protocol and probes to ingest high‑quality runtime data, offering four integration methods—one‑click generic agents, SDK framework integration, annotation‑based high‑code, and eBPF—demonstrated with a Claude Code customer‑service agent and end‑to‑end verification on the observation page.

Agent IntegrationAgentLoopCloud Native

0 likes · 9 min read

Kickstarting the Data Flywheel: Four Ways to Connect Agents to AgentLoop

Alibaba Cloud Native

Aug 31, 2026 · Artificial Intelligence

Highlights and Insights from the Shenzhen Stop of the Agent Observation & Optimization Tour

The Shenzhen session of the Agent Observation & Optimization tour gathered nearly a hundred technologists to discuss evaluation paradigms, showcase AgentScope 2.0’s enterprise‑grade features, demonstrate a Java e‑commerce chatbot assessment with AgentLoop, and offer a hands‑on workshop, while previewing the upcoming Shanghai event.

AI AgentsAgentLoopAgentScope

0 likes · 6 min read

Highlights and Insights from the Shenzhen Stop of the Agent Observation & Optimization Tour

Alibaba Cloud Native

Aug 30, 2026 · Operations

Tracing Business Alerts to Database Root Causes with STAROps and Yaoci Agent

The article demonstrates how STAROps full‑stack correlation combined with the Yaoci Agent’s deep database diagnostics can turn a frontend latency alert into a precise root‑cause finding—such as a missing index in RDS or a Lua script blocking Redis—through three real‑world L3 to L4 case studies.

Database DiagnosticsRDSRedis

0 likes · 11 min read

Tracing Business Alerts to Database Root Causes with STAROps and Yaoci Agent

Alibaba Cloud Native

Aug 29, 2026 · Cloud Native

Ingress NGINX Retired Amid New Critical Vulnerabilities – Migrate to Alibaba Cloud API Gateway in 10 Minutes

Ingress NGINX has been retired and is plagued by multiple CVSS 8.1 high‑severity vulnerabilities that lack patches, prompting urgent migration to Alibaba Cloud's Cloud Native API Gateway, which now offers expanded CLB/NLB reuse, annotation compatibility analysis, and integrated traffic‑shifting and rollback workflows.

ACKAPI GatewayCloud Native

0 likes · 14 min read

Ingress NGINX Retired Amid New Critical Vulnerabilities – Migrate to Alibaba Cloud API Gateway in 10 Minutes

Alibaba Cloud Native

Aug 28, 2026 · Industry Insights

When Model Power Is Plenty, Real‑Time Data Pipelines Become the AI Production Bottleneck

As AI models become sufficiently capable, the primary obstacle to production shifts from model selection to the real‑time data link, requiring new load handling, sub‑second context availability, and tighter trust boundaries, prompting a redesign of streaming platforms, consumption models, and security mechanisms.

AICloud NativeEvent-driven AI

0 likes · 16 min read

When Model Power Is Plenty, Real‑Time Data Pipelines Become the AI Production Bottleneck

Alibaba Cloud Native

Aug 28, 2026 · Artificial Intelligence

AgentLoop Data Flywheel Overview: Building a Closed Loop for Continuous Agent Optimization

This article walks through a 64‑minute hands‑on demo of AgentLoop’s data flywheel, showing how ingesting trace data, observing runs, auditing, building datasets, evaluating, experimenting, and populating an experience library form a closed loop that continuously improves AI agents, with reported 30‑40% time savings and 20‑47% cost reductions.

AI agentAgentLoopEvaluation

0 likes · 9 min read

AgentLoop Data Flywheel Overview: Building a Closed Loop for Continuous Agent Optimization

Alibaba Cloud Native

Aug 23, 2026 · Artificial Intelligence

Why Is GPU Utilization Low? Try This Zero‑Intrusion AI Profiling Tool

The article introduces SysOM AI Profiling, a zero‑intrusive, cloud‑native performance observation and diagnosis solution for AI workloads that spans training to inference, single‑GPU to multi‑GPU clusters, and Python to GPU kernel layers, helping users pinpoint low GPU utilization, memory leaks, and communication bottlenecks.

AI profilingCloud NativeGPU utilization

0 likes · 14 min read

Why Is GPU Utilization Low? Try This Zero‑Intrusion AI Profiling Tool

Alibaba Cloud Native

Aug 19, 2026 · Artificial Intelligence

Reproducible Three‑Dimensional Evaluation of DeepSeek Harness on Alibaba Cloud AgentLoop

This article presents a reproducible, three‑dimensional deterministic evaluation framework (outcome, compliance, process) built on Alibaba Cloud AgentLoop, applies it to a 10‑task subset of terminal‑bench 2.1 to benchmark DeepSeek Harness against Codex, details the methodology, results, and future research directions.

AI agent assessmentAgentLoopBenchmark Evaluation

0 likes · 26 min read

Reproducible Three‑Dimensional Evaluation of DeepSeek Harness on Alibaba Cloud AgentLoop

Alibaba Cloud Native

Aug 14, 2026 · Artificial Intelligence

A New Paradigm for Agent Engineering: Everything as Plugins

DeepSeek Harness introduces a fine‑grained, fully plug‑in‑based architecture that makes LLM agents transparent, traceable and highly customizable, allowing developers to replace or extend any component—from model adapters to the main loop—thereby exposing optimization opportunities that were hidden behind traditional monolithic frameworks like LangChain.

Agent EngineeringDeepSeek HarnessLLM Transparency

0 likes · 13 min read

A New Paradigm for Agent Engineering: Everything as Plugins

Alibaba Cloud Native

Aug 13, 2026 · Artificial Intelligence

Which Model Should Handle Your Request? Alibaba Cloud AI Gateway Intelligent Routing Goes Live

As the number of LLMs grows, developers face the dilemma of selecting the right model for each request; Alibaba Cloud’s AI Gateway introduces intelligent routing that evaluates model capabilities, cost, speed, and task suitability, making a single, optimal decision per request while preserving context in multi‑turn and Agent workflows.

AI GatewayAlibaba CloudCloud Native

0 likes · 11 min read

Which Model Should Handle Your Request? Alibaba Cloud AI Gateway Intelligent Routing Goes Live