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360 Zhihui Cloud Developer
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360 Zhihui Cloud Developer

360 Zhihui Cloud is an enterprise open service platform that aims to "aggregate data value and empower an intelligent future," leveraging 360's extensive product and technology resources to deliver platform services to customers.

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Recent Articles

Latest from 360 Zhihui Cloud Developer

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360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Oct 22, 2026 · Cloud Computing

Isolated VPC Egress Redesign: Unified EIP Gateway with Deterministic Port Blocks

This article analyzes structural defects in traditional SNAT-based egress for isolated VPCs—public IP waste and unauditable dual egress—and presents a standard path redesign using a unified EIP gateway with deterministic port block allocation, VXLAN tunnels, and DPVS isolate_public for auditable, scalable outbound internet access.

Cloud NetworkingDPVSEIP Gateway
0 likes · 20 min read
Isolated VPC Egress Redesign: Unified EIP Gateway with Deterministic Port Blocks
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 21, 2026 · Artificial Intelligence

From Pi Agent to AIRUN: Building Enterprise-Grade Agent Runtime

This article explains how AIRUN provides an enterprise-grade runtime platform for AI agents like Pi Agent, handling session management, state persistence, sandboxed tool execution, and unified event observability to bridge the gap between demo prototypes and production deployment.

AIRUNAgent RuntimeEnterprise AI
0 likes · 18 min read
From Pi Agent to AIRUN: Building Enterprise-Grade Agent Runtime
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 18, 2026 · Artificial Intelligence

Two-Level AI Inference Gateway: Prefix-Aware Routing & vLLM Router Fixes

This article details a two-level AI inference gateway architecture using Higress with a custom WASM plugin for cross-cluster instance routing and a modified vllm-router for intra-instance replica selection, featuring prefix-cache affinity, multi-signal scoring, RAII-guarded in-flight counting, and a soft_k_choice strategy to balance load and avoid thundering herd.

AI inference gatewayRAII guardhigress
0 likes · 29 min read
Two-Level AI Inference Gateway: Prefix-Aware Routing & vLLM Router Fixes
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 15, 2026 · Databases

ZestKV: 360's Cloud-Native Serverless KV Store with Compute-Storage Separation

360 Zhihui Cloud's ZestKV is a Redis-compatible, cloud-native serverless KV store that separates compute from storage using shared object storage and a log service, enabling elastic scaling via region sharding, background task decoupling, and a dual-async write path achieving 700K SET QPS in benchmarks.

Cloud-Native DatabaseCompute-Storage SeparationElastic Scaling
0 likes · 24 min read
ZestKV: 360's Cloud-Native Serverless KV Store with Compute-Storage Separation
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 14, 2026 · Artificial Intelligence

NVIDIA HoH Shows Structured Iteration Beats Repetition for AI Coding Agents

NVIDIA's Harness-of-Harness (HoH) adds an orchestration layer to AI coding agents, using a three-role loop (Planner, Developer, QA Tester) to enable multi-day autonomous development. Experiments on GameCraft-Bench show HoH achieves higher scores with fewer tokens than naive repetition, and ablation studies confirm re-planning, evidence feedback, and code inheritance are each critical. Major tech firms are now productizing agent harnesses as independent infrastructure layers.

AI AgentsAgent MemoryGameCraft-Bench
0 likes · 12 min read
NVIDIA HoH Shows Structured Iteration Beats Repetition for AI Coding Agents
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 7, 2026 · Artificial Intelligence

Agent Harness Evolves from Loop to Semantic Task Runtime: Six Core Abstractions

This weekly analysis reveals how agent harnesses are maturing from simple execution loops into full semantic task runtimes, detailing six core abstractions—Scope, Context, Capability, State, Execution, Policy—and a five-layer architecture that moves deterministic system concerns out of LLM prompts into runtime primitives.

Agent RuntimeContext SecurityMemory Service
0 likes · 29 min read
Agent Harness Evolves from Loop to Semantic Task Runtime: Six Core Abstractions
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Aug 12, 2026 · Databases

ZestKV Achieves 2.3× SET Write Throughput, Surpassing pika3.5 at 700k QPS

By parallelizing both the write side and the response side—using multi‑queue write concurrency, overlapping network and CPU work, batch wake‑ups, and connection‑based sharding—ZestKV raises SET request throughput from 310 k to 700 k QPS, more than double pika 3.5, while preserving full consistency and durability guarantees.

ConsistencyParallelismZestKV
0 likes · 12 min read
ZestKV Achieves 2.3× SET Write Throughput, Surpassing pika3.5 at 700k QPS
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jul 31, 2026 · Artificial Intelligence

From Loop to Graph: Engineering Agents to Eliminate Process Fragmentation

The article explains why agents fail due to missing memory and workflow management, introduces Loop Engineering’s six‑step control model, shows its limits for complex multi‑system processes, and presents LangGraph‑based graph engineering recipes—including SQL repair loops, evidence‑gated RAG, and human‑in‑the‑loop checkpoint recovery—to build reliable, auditable enterprise agents.

Agent EngineeringEnterprise AILangGraph
0 likes · 13 min read
From Loop to Graph: Engineering Agents to Eliminate Process Fragmentation