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IT Services Circle

Delivering cutting-edge internet insights and practical learning resources. We're a passionate and principled IT media platform.

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Latest from IT Services Circle

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IT Services Circle
IT Services Circle
May 31, 2026 · Backend Development

Why Hand‑Crafted HTTP Calls to LLMs Are a Pitfall and How Spring AI Solves It

The article analyzes the hidden dangers of writing raw HTTP calls for large language models in Java projects—hard‑coded keys, fragile request bodies, missing retries, no observability—and demonstrates how Spring AI’s unified abstractions, built‑in resilience, streaming, function calling, and seamless Spring integration eliminate these issues while enabling effortless model switching and production‑grade AI services.

AI integrationFunction CallingJava
0 likes · 20 min read
Why Hand‑Crafted HTTP Calls to LLMs Are a Pitfall and How Spring AI Solves It
IT Services Circle
IT Services Circle
May 31, 2026 · Industry Insights

Why NVIDIA’s GPU Control Panel Is Being Retired After Two Decades

NVIDIA announced that its legacy GPU Control Panel, which has been bundled with Windows drivers for 20 years, will be discontinued in favor of the new NVIDIA Client app, with the panel only available as an optional Microsoft Store download for legacy users.

Driver 610.47GPU Control PanelMicrosoft Store
0 likes · 4 min read
Why NVIDIA’s GPU Control Panel Is Being Retired After Two Decades
IT Services Circle
IT Services Circle
May 31, 2026 · Industry Insights

Can RTX 3070 Earn ¥1,500 a Month? GPU Mining’s Resurgence Explained

The article examines how AMD’s global release of the RX 9070 GRE amid memory shortages has revived GPU mining, highlighting the Pearl (PRL) token’s PoUW model, short‑term profitability of cards like the RTX 3070, and the rapid price swing that illustrates the cyclical nature of mining markets.

AMD graphics cardsGPU miningPearl token
0 likes · 9 min read
Can RTX 3070 Earn ¥1,500 a Month? GPU Mining’s Resurgence Explained
IT Services Circle
IT Services Circle
May 30, 2026 · Industry Insights

Why AI Coding CLIs Are Switching to TypeScript: The kimi-cli Refactor Story

The article examines the rapid shift of AI coding command‑line tools from Python to TypeScript, using the kimi-cli rewrite as a case study, and explains how Bun’s native binary support, distribution challenges of Python, and industry momentum make TypeScript the dominant choice for end‑user CLI tools.

AI CLIBunCLI distribution
0 likes · 7 min read
Why AI Coding CLIs Are Switching to TypeScript: The kimi-cli Refactor Story
IT Services Circle
IT Services Circle
May 29, 2026 · Artificial Intelligence

Stop Being an AI ‘After‑Hours Engineer’—Let AI Write Better Code

The article explains how repetitive prompting of AI coding assistants can be eliminated by using the open‑source Skill mechanism, which packages project conventions and custom actions into reusable files, describes the two Skill types, placement options, and lists ready‑made Skill collections and tools for developers.

AI codingAgent SkillsClaude
0 likes · 11 min read
Stop Being an AI ‘After‑Hours Engineer’—Let AI Write Better Code
IT Services Circle
IT Services Circle
May 28, 2026 · Information Security

Windows YellowKey Vulnerability (CVE‑2026‑45585): Exploit Details and Fixed PowerShell Mitigation

The article explains the YellowKey vulnerability (CVE‑2026‑45585) affecting Windows 11, Server 2022/2025, how an attacker can gain SYSTEM access via a crafted USB, Microsoft’s controversial response, and provides a corrected PowerShell script that removes the malicious BootExecute entry to mitigate the exploit.

BitLockerCVE-2026-45585PowerShell
0 likes · 5 min read
Windows YellowKey Vulnerability (CVE‑2026‑45585): Exploit Details and Fixed PowerShell Mitigation
IT Services Circle
IT Services Circle
May 27, 2026 · Backend Development

How to Speed Up IntelliJ IDEA: 10 Essential Fixes

This article lists ten common IntelliJ IDEA problems—from sluggish performance and Lombok errors to Git commit issues and MySQL connection failures—and provides concrete configuration steps, code snippets, and best‑practice recommendations to resolve each pitfall for Java developers.

Code formattingDebuggingEncoding
0 likes · 21 min read
How to Speed Up IntelliJ IDEA: 10 Essential Fixes
IT Services Circle
IT Services Circle
May 27, 2026 · Artificial Intelligence

Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model

The article breaks down seven common pitfalls when using Claude Code on massive codebases, explains Anthropic’s agentic‑search approach, and shows how a well‑designed harness—including concise CLAUDE.md files, LSP integration, subdirectory launches, hooks, skills, plugins, and MCP servers—outperforms simply upgrading the model.

Claude CodeHarnessLSP
0 likes · 23 min read
Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model