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143493 articles · Page 408 of 7175
Digital Planet
Digital Planet
Apr 29, 2026 · Backend Development

Why Traditional Code‑Issuing Platforms’ Permission Design Is Doomed to Fail

The article explains how the hard‑coded, role‑bound permission model of traditional code‑issuing platforms collapses when an organization’s structure changes, and shows how a three‑layer decoupled architecture can provide fine‑grained, configurable access that turns the platform into true enterprise infrastructure.

Backend DevelopmentEnterprise ArchitectureIdentity Management
0 likes · 12 min read
Why Traditional Code‑Issuing Platforms’ Permission Design Is Doomed to Fail
Digital Planet
Digital Planet
Apr 29, 2026 · Industry Insights

Why the Term MaaS Has Become as Overused as “Mid‑Platform”

The article analyzes how the buzzword MaaS (Model‑as‑a‑Service) has been diluted into multiple unrelated business models, examines the incentives that keep the term vague for both vendors and buyers, and offers concrete questions and phrasing tips to cut through the hype before committing to AI projects.

AI servicesMaaSModel as a Service
0 likes · 12 min read
Why the Term MaaS Has Become as Overused as “Mid‑Platform”
AI Step-by-Step
AI Step-by-Step
Apr 29, 2026 · Artificial Intelligence

Implementing a Harness in Hermes: Tool Registry, Plugin System, and Context Engine

The article dissects Hermes’s extension layer, showing how the Tool Registry converts functions into runtime assets, how AST‑based auto‑discovery and availability checks keep tool lists accurate, and how the unified dispatch, Plugin System, Hook System, and replaceable Context Engine together form a robust, governable agent platform.

Agent FrameworkAuto-discoveryContext Engine
0 likes · 20 min read
Implementing a Harness in Hermes: Tool Registry, Plugin System, and Context Engine
Kuaishou Tech
Kuaishou Tech
Apr 29, 2026 · Operations

Boosting Oncall Interception from 15% to 55%: KOncall’s AI‑Driven Evolution at Kuaishou

Kuaishou’s R&D efficiency team built the KOncall intelligent on‑call platform, integrating LLM‑based retrieval‑augmented generation, Redis Pub/Sub streaming, OCR multimodal parsing, FAQ knowledge ops, and custom reranking, which raised automated query interception from 15% to 55% and processed over 116 000 requests, turning on‑call from a bottleneck into a capability starter.

AI OperationsLLMOCR
0 likes · 26 min read
Boosting Oncall Interception from 15% to 55%: KOncall’s AI‑Driven Evolution at Kuaishou
Machine Heart
Machine Heart
Apr 29, 2026 · Artificial Intelligence

Boost Black-Box VLMs Without Training: Class-Aware Prompt Reweighting (CARPRT)

The article analyzes the prompt‑sensitivity problem of zero‑shot classification in vision‑language models, critiques class‑agnostic prompt weighting, and presents CARPRT—a training‑free, black‑box compatible method that reweights prompts per class using similarity scores and pseudo‑labels, achieving consistent gains across datasets and model architectures.

Black-Box OptimizationClass-Aware ModelingPrompt Reweighting
0 likes · 11 min read
Boost Black-Box VLMs Without Training: Class-Aware Prompt Reweighting (CARPRT)
Machine Heart
Machine Heart
Apr 29, 2026 · Artificial Intelligence

How a Nobel‑Lab‑Born Team Uses a World Model to Break Modal Islands in AI‑Driven Molecular Design

The article examines ODesign, a full‑modal generative framework from a team emerging from David Baker’s Nobel‑winning lab, which unifies protein, DNA, RNA, small‑molecule and ion representations to enable cross‑modal learning, dramatically improve design throughput, and achieve nanomolar‑picomolar affinities in wet‑lab validation.

AI4BioODesignRNA design
0 likes · 13 min read
How a Nobel‑Lab‑Born Team Uses a World Model to Break Modal Islands in AI‑Driven Molecular Design
Java Web Project
Java Web Project
Apr 29, 2026 · Backend Development

Run Claude Code in VS Code for Free with a One‑Time Proxy Setup

This guide shows how to bypass Claude Code's paid Anthropic API by installing a local proxy that forwards requests to free models such as DeepSeek, Ollama, or NVIDIA NIM, covering all required tools, configuration steps, and troubleshooting tips.

Claude CodeDeepSeekNVIDIA NIM
0 likes · 10 min read
Run Claude Code in VS Code for Free with a One‑Time Proxy Setup
Huolala Tech
Huolala Tech
Apr 29, 2026 · Artificial Intelligence

From MVP to 1.0: A Practical Roadmap for AI‑Powered Test Case Generation

The article analyses the structural bottlenecks of manual test case creation, validates an MVP that keeps human testing logic while automating repetitive steps, identifies three core limitations of the MVP, and then details a 1.0 upgrade that adds multimodal input parsing, prompt engineering, knowledge‑graph RAG and retrieval loops, culminating in measurable productivity gains and a reusable framework for AI‑driven testing.

AI testingKnowledge GraphMVP
0 likes · 17 min read
From MVP to 1.0: A Practical Roadmap for AI‑Powered Test Case Generation
AI Agent Super App
AI Agent Super App
Apr 29, 2026 · Operations

Master Linux Text Processing Trio: Practical grep, sed, and awk Techniques

Learn how to efficiently search, edit, and analyze massive log or CSV files on Linux using the three essential command‑line tools—grep, sed, and awk—through real‑world examples, key options, regular‑expression tricks, and pipeline combinations that boost productivity by orders of magnitude.

Log Analysisawkgrep
0 likes · 19 min read
Master Linux Text Processing Trio: Practical grep, sed, and awk Techniques
macrozheng
macrozheng
Apr 29, 2026 · Artificial Intelligence

Claude Code in VSCode: A Powerful, Context‑Aware AI Coding Companion

The article walks through installing and configuring the Claude Code extension for VSCode, explains how it adds context‑aware code understanding, visual chat, multiple editing modes and effort levels, shows model switching via CC Switch, and compares its rich features to the limited CLI‑only Anthropic plugin for IntelliJ IDEA.

AI coding assistantClaude CodeIDE plugin
0 likes · 4 min read
Claude Code in VSCode: A Powerful, Context‑Aware AI Coding Companion
Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Apr 29, 2026 · Interview Experience

ByteDance Interviewer Asks: What Rank r Do You Use for LoRA? I Said 64—He Said I'm Wasting GPU Memory

The article examines a common interview scenario where candidates are asked about LoRA rank selection, outlines two typical mistakes—guessing or staying silent—and presents a three‑step strategy of honest boundary setting, logical derivation, and asking a focused question, illustrating the approach with concrete LoRA calculations and a vLLM case study.

AI engineeringLoRAinterview strategy
0 likes · 13 min read
ByteDance Interviewer Asks: What Rank r Do You Use for LoRA? I Said 64—He Said I'm Wasting GPU Memory
SuanNi
SuanNi
Apr 29, 2026 · Industry Insights

OpenAI’s Seven‑Year Pivot: Splitting from Microsoft and Facing Elon Musk

The article traces OpenAI’s rapid technical breakthroughs, its evolving partnership with Microsoft—from a $10 billion Azure‑backed alliance to a 2026 multi‑cloud agreement that removes exclusivity and caps revenue sharing—while also detailing Elon Musk’s lawsuit accusing OpenAI of breaching its nonprofit mission and the broader implications for the AI industry.

AGIAI partnershipCloud Computing
0 likes · 13 min read
OpenAI’s Seven‑Year Pivot: Splitting from Microsoft and Facing Elon Musk
IoT Full-Stack Technology
IoT Full-Stack Technology
Apr 29, 2026 · Databases

16 Practical Redis Use Cases You Should Know

This article walks through sixteen common Redis scenarios—including caching hot data, sharing state across services, implementing distributed locks, generating global IDs, counting events, rate limiting, bitmap statistics, shopping carts, timelines, message queues, lotteries, likes, tagging, product filtering, and leaderboards—each illustrated with concrete commands and code snippets.

BitmapsCachingDistributed Lock
0 likes · 9 min read
16 Practical Redis Use Cases You Should Know
IoT Full-Stack Technology
IoT Full-Stack Technology
Apr 29, 2026 · Databases

10+ Practical Redis Use Cases You Can Implement Today

This article walks through more than ten common Redis scenarios—including caching, distributed sessions, locks, global IDs, counters, rate limiting, bitmap statistics, shopping carts, timelines, message queues, lotteries, likes, product tagging, filtering, follow/fan relationships, and ranking—showing concrete command examples and code snippets for each.

BitmapCachingDistributed Lock
0 likes · 9 min read
10+ Practical Redis Use Cases You Can Implement Today
Java One
Java One
Apr 29, 2026 · Artificial Intelligence

Mastering Claude Tool Calls: Turn Claude into a Real‑Time Assistant

This tutorial explains how to extend Claude's static knowledge by using tool calls, covering the full workflow from initial requests to final responses, building Python tool functions, defining JSON Schemas, handling multi‑block messages, managing multi‑tool interactions, fine‑grained streaming, and using built‑in text‑editor and web‑search tools.

0 likes · 35 min read
Mastering Claude Tool Calls: Turn Claude into a Real‑Time Assistant
Architect's Must-Have
Architect's Must-Have
Apr 29, 2026 · Artificial Intelligence

Deep Dive into Hermes Agent: The Memory Architecture That Makes AI Smarter

This article provides a comprehensive technical analysis of Hermes Agent, detailing its layered memory system, persistent knowledge storage, skill generation, tool registry, prompt assembly, security model, deployment options, and how these components enable AI agents to continuously learn and improve their performance over time.

AI memoryAutonomous AgentsHermes Agent
0 likes · 52 min read
Deep Dive into Hermes Agent: The Memory Architecture That Makes AI Smarter
Architect's Guide
Architect's Guide
Apr 29, 2026 · Backend Development

How to Use Spring Boot, Netty, and WebSocket for Server‑to‑Client Push

This article walks through building a Netty‑based WebSocket server integrated with Spring Boot, configuring the channel pipeline, implementing custom handlers, exposing a push‑message service, and testing the end‑to‑end flow that enables the backend to push real‑time messages to web clients.

JavaNettyServer Push
0 likes · 8 min read
How to Use Spring Boot, Netty, and WebSocket for Server‑to‑Client Push
Java Tech Workshop
Java Tech Workshop
Apr 29, 2026 · Backend Development

Mastering SpringBoot Transactional Messaging for Distributed Consistency

This article explains how SpringBoot handles transactional messaging to achieve distributed data consistency, covering the concept of transaction messages, CAP theory, final consistency, and three practical implementations using a local message table, Kafka transactions, and RocketMQ, plus idempotency and compensation strategies.

CAP theoremKafkaRocketMQ
0 likes · 17 min read
Mastering SpringBoot Transactional Messaging for Distributed Consistency