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James' Growth Diary
James' Growth Diary
May 28, 2026 · Artificial Intelligence

15 Essential Photography & Illustration Prompt Templates for Consistent AI Images

This guide compiles 15 ready‑to‑copy style prompt templates for photography and illustration, explains where to place style keywords in GPT‑Image‑2 prompts, compares good and bad examples, and shares three practical tips to make AI‑generated images reliably match the desired visual aesthetic.

AI image generationGPT Image 2Prompt Engineering
0 likes · 25 min read
15 Essential Photography & Illustration Prompt Templates for Consistent AI Images
IoT Full-Stack Technology
IoT Full-Stack Technology
May 28, 2026 · Artificial Intelligence

What Exactly Is an AI Agent? A Simple Guide vs. Regular Chatbots

An AI Agent combines a large language model with a clear goal, callable tools, and a multi‑step reasoning loop, enabling perception, planning, and action that go beyond simple chat by decomposing tasks, using external APIs, iterating on errors, and managing memory, while acknowledging its limitations.

AI agentLarge Language ModelPerception-Planning-Action
0 likes · 7 min read
What Exactly Is an AI Agent? A Simple Guide vs. Regular Chatbots
Su San Talks Tech
Su San Talks Tech
May 28, 2026 · Artificial Intelligence

9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills

Anthropic engineers share a detailed, experience‑driven guide that categorises Claude Code Skills into nine types, explains why Skills are folders, highlights the importance of Gotchas, flexible prompts, description triggers, memory, hooks and team distribution, and provides concrete examples for each.

AI automationClaudeCode Skills
0 likes · 16 min read
9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills
James' Growth Diary
James' Growth Diary
May 28, 2026 · Artificial Intelligence

How Agents Determine Which Skills Are Useful and Which to Retire

The article explains Hermes' skill provenance and usage‑tracking system, showing why file timestamps are insufficient, how three skill categories and two defense lines isolate agent‑created skills, how sidecar .usage.json records detailed counters, and how atomic writes and file locks ensure safe concurrent updates for accurate Curator decisions.

AgentHermesSidecar
0 likes · 16 min read
How Agents Determine Which Skills Are Useful and Which to Retire
java1234
java1234
May 28, 2026 · Artificial Intelligence

Cut Claude Code Token Costs by 80% with OpenWolf

OpenWolf, an open-source middleware for Claude Code, can slash token consumption by up to 80% by using a project map, learning memory, token ledger, bug memory, and six lifecycle hooks, all without changing your existing Claude CLI workflow.

AI toolsClaude CodeNode.js
0 likes · 8 min read
Cut Claude Code Token Costs by 80% with OpenWolf
Java Companion
Java Companion
May 28, 2026 · Artificial Intelligence

A 7.7k‑Star GitHub Project Turns Your Terminal into an AI‑Powered IDE—Have You Tried It?

After disappointing experiences with many AI coding assistants, the author evaluates the open‑source oh‑my‑pi (omp), highlighting its hash‑based edit anchors, deep DAP/LLDB debugging, sub‑agent task splitting, LSP‑driven refactoring, built‑in web search, and a detailed comparison with Claude Code and Cursor, while also covering installation, real‑world use cases, and current limitations.

AI coding assistantDAPLSP
0 likes · 11 min read
A 7.7k‑Star GitHub Project Turns Your Terminal into an AI‑Powered IDE—Have You Tried It?
Architect's Guide
Architect's Guide
May 28, 2026 · Artificial Intelligence

How Claude Code Prompt Caching Cuts AI Costs by Up to 90% and Boosts Efficiency

Prompt Caching in Anthropic's Claude Code replaces repeated processing of identical prompt prefixes with a prefix‑hash cache, slashing input‑token costs by up to 90%, reducing first‑token latency by 79%, and improving throughput, while preserving model output exactly as if no cache were used.

AI EngineeringCache InvalidationCache Metrics
0 likes · 30 min read
How Claude Code Prompt Caching Cuts AI Costs by Up to 90% and Boosts Efficiency
Linux Tech Enthusiast
Linux Tech Enthusiast
May 28, 2026 · Fundamentals

28 Diagrams That Explain TCP Fundamentals in One Go

This article walks through the OSI model from the physical layer up to the application layer, explains how IP addresses and MAC addresses work, details TCP and UDP transport protocols, and covers reliable transmission mechanisms, congestion control, connection management, and common pitfalls such as packet loss, framing, and security attacks.

Transport Layercongestion controlnetworking
0 likes · 28 min read
28 Diagrams That Explain TCP Fundamentals in One Go
大转转FE
大转转FE
May 28, 2026 · Artificial Intelligence

How MCP Gives AI a Universal USB‑C Port to Bridge the Last Mile of Test Automation

The article explains how the Model Context Protocol (MCP) lets AI tools like Cursor read PRDs, generate validated Midscene YAML test cases, and upload them to the HAL‑9000 platform through a unified three‑primitive architecture, choosing stdio or HTTP transport, while ensuring security and scalability.

AI IntegrationCursorHAL-9000
0 likes · 17 min read
How MCP Gives AI a Universal USB‑C Port to Bridge the Last Mile of Test Automation
Java Tech Workshop
Java Tech Workshop
May 28, 2026 · Backend Development

SpringBoot Service Registration & Discovery: Comparing Nacos, Consul, and Eureka

This article explains the core principles of service registration and discovery in SpringBoot microservices, analyzes CAP trade‑offs, compares Eureka, Consul, and Nacos in terms of features, health checks, and fault tolerance, and provides complete code samples and practical recommendations for production use.

CAP theoremConsulEureka
0 likes · 21 min read
SpringBoot Service Registration & Discovery: Comparing Nacos, Consul, and Eureka
ShiZhen AI
ShiZhen AI
May 28, 2026 · Artificial Intelligence

Beyond Prompt Tuning: How OpenAI Built a Production-Ready Tax Agent

OpenAI’s recent tax‑agent case shows that reliable AI agents require a closed‑loop workflow—trace logging, expert feedback, systematic evaluation, and Codex‑driven code improvements—rather than mere prompt tweaking, achieving up to 97 % draft accuracy across 7,000 filings.

AI agentCodeXOpenAI
0 likes · 6 min read
Beyond Prompt Tuning: How OpenAI Built a Production-Ready Tax Agent
Weekly Large Model Application
Weekly Large Model Application
May 28, 2026 · Artificial Intelligence

Open-Source ASR Optimization: Solving Misrecognition of Proper Nouns and Real-Time Lag

This guide analyzes common deployment problems of open‑source speech‑recognition models—misrecognizing proper nouns and lagging behind spoken input—and presents a decision‑tree‑based, five‑layer optimization framework that balances accuracy and speed through concrete techniques such as hot‑word bias, model fine‑tuning, INT8 quantization, and appropriate runtimes.

ASRAccuracyOpen Source
0 likes · 10 min read
Open-Source ASR Optimization: Solving Misrecognition of Proper Nouns and Real-Time Lag
Black & White Path
Black & White Path
May 28, 2026 · Information Security

SwordfishSuite: A Beginner‑Friendly Burp Alternative with Extensible Plugins

SwordfishSuite is a lightweight, open‑source web security testing platform inspired by Burp, offering an intuitive GUI, smart HTTPS proxy, a Python‑based plugin ecosystem, experimental app traffic analysis, and easy installation via GitHub releases, making it ideal for newcomers and seasoned testers alike.

App traffic analysisBurp alternativeHTTPS interception
0 likes · 6 min read
SwordfishSuite: A Beginner‑Friendly Burp Alternative with Extensible Plugins
Black & White Path
Black & White Path
May 28, 2026 · Information Security

12‑Byte Syscall in Browser Sandbox Grants SYSTEM on Windows (CVE‑2026‑40369 PoC)

The article details CVE‑2026‑40369, a Windows kernel flaw in ExpGetProcessInformation where a zero‑length buffer bypasses ProbeForWrite, allowing a browser sandbox process to write arbitrary kernel memory with a 12‑byte syscall, leading to a deterministic, fully‑reliable privilege‑escalation chain that grants SYSTEM without race conditions, and discusses detection and mitigation.

CVE-2026-40369ExploitNtQuerySystemInformation
0 likes · 11 min read
12‑Byte Syscall in Browser Sandbox Grants SYSTEM on Windows (CVE‑2026‑40369 PoC)
Black & White Path
Black & White Path
May 28, 2026 · Information Security

Inside the Arrest of the 23‑Year‑Old Operator Behind the World’s Largest DDoS Botnet

The article details the capture of 23‑year‑old Jacob Butler, known as “Dort,” who ran the KimWolf IoT botnet that infected nearly two million devices, launched over 30,000 DDoS attacks with peaks near 30 Tbps, and examines the botnet’s tactics, the legal fallout, and defensive lessons for the IoT ecosystem.

Cybercrime-as-a-ServiceDDoSInformation Security
0 likes · 10 min read
Inside the Arrest of the 23‑Year‑Old Operator Behind the World’s Largest DDoS Botnet