First‑line development experience at multiple leading tech firms; now a software architect at a Shanghai state‑owned enterprise and founder of Programming Yanxuan. Nearly 300k followers online; expertise in distributed system design, AIGC application development, and quantitative finance investing.
OpenAI’s GPT‑5.5, now available via API, claims agentic capabilities that let it autonomously plan, execute, and verify complex programming, knowledge‑work, and scientific tasks while matching GPT‑5.4 latency, delivering higher benchmark scores, stronger security controls, and a tiered pricing model.
This article analyzes Multica’s open‑source hosted‑agent platform, detailing how it orchestrates multiple AI agents, manages task memory through a six‑table relational schema, avoids vector embeddings, and balances human‑in‑the‑loop collaboration with scalable workspace isolation.
Claude’s Managed Agents provide a composable API that combines a high‑performance execution framework with production‑grade infrastructure, enabling developers to prototype, deploy, and scale intelligent agents up to ten times faster while reducing operational overhead and simplifying security, permissions, and tracing.
This article analyzes the rise of Harness Engineering for AI agents, contrasting it with Prompt and Context Engineering, detailing how leading companies like Anthropic, OpenAI, Google DeepMind, Windsurf, and Stripe design comprehensive runtime systems, and offering practical steps for teams to build robust agent harnesses.
This article provides an in‑depth overview of the Qwen3.6‑Plus model, detailing its million‑token context window, enhanced multimodal reasoning, benchmark results across language and vision tasks, and step‑by‑step instructions for using the official API and integrating the model with popular coding assistants.
The article analyzes Claude Code’s new automatic permission mode, detailing its three operation options, two‑layer classifier architecture, threat model, decision flow, rule customization, evaluation results, design trade‑offs, and future plans for improving AI‑driven security.
This article explains what Claude Agent Skills are, why they’re useful, how they’re structured and loaded, the three content levels, security best practices, and how to use pre‑built or custom Skills across Claude API, Claude Code, the SDK, and Claude.ai.
This article explains the common challenges of deploying front‑end projects, outlines how to set up an automated build and release pipeline using Docker and GitHub Actions, and provides practical code snippets and best‑practice tips for pre‑release, roll‑back, and post‑deployment notifications.
Oracles serve as the crucial bridge that enables smart contracts to access off‑chain data, and while they are the dominant solution for real‑time on‑chain updates, the article also explores alternative approaches such as centralized data entry, state channels, sidechains, and cross‑chain oracles, outlining their pros, cons, and challenges.
This article explains how next‑generation AI agents, combined with OpenSearch and the Model Context Protocol (MCP), enable semantic, multimodal, conversational, and agentic search, detailing the architecture, deployment options, toolset, and practical demos for sales analytics and DevOps use cases.
