#security debt
177 related articles
Cdbx.ai Review: Build and Deploy Apps …
·2 min
Cdbx.ai Review: Build and Deploy Apps in the Browser with Natural Language
Cdbx.ai is an AI-powered browser IDE that generates full-stack code from natural language and deploys in one click. Read our in-depth review and comparison with v0, Replit, and Bolt.new.
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·2 min
Getting Started with Claude Code: AI Programming Has Entered Its Fifth Stage
Explore the five stages of AI programming evolution — from handwritten code to Claude Code and Codex enabling autonomous debugging and commits. Understand AI's limits from 0-to-1 vs 1-to-100, and what skills developers need next.
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·2 min
GPT-5.6 Launch Triggers Industry Chain Reactions: The New Competition Landscape of Compute, Energy, and Open Source
GPT-5.6 raises frontier model expectations, Anthropic extends Fable 5; data center power bottlenecks emerge; open-source GLM5.2 rivals top closed models; AI review burden overlooked.
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OpenClawMachines: An Open-Source Game …
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OpenClawMachines: An Open-Source Game Engine's Journey Toward Enterprise Applications
OpenClawMachines explores extending the classic open-source game engine OpenClaw into enterprise applications, offering insights on tech reuse and open-source commercialization.
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·3 min
AgentScope 2.0 Deep Dive: Six Core Upgrades for Production-Grade Multi-Agent Development
AgentScope 2.0 by Alibaba's Tongyi Lab delivers six major upgrades: typed event streaming, dangerous instruction interception, human-in-the-loop, concurrent execution, workspace system, and agent-as-a-service for production-grade multi-agent development.
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·2 min
Vibe Coding for Beginners: Build Software with AI Using Natural Language — No Coding Experience Required
Vibe Coding lets non-technical users build software through natural language conversations with AI. Learn what it is, what you can create, and how to get started with your first mobile webpage project.
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·3 min
Code Written for Humans: Maintainability Is the Core of Software Development
Code is read far more than it's written. This article explores the core principles of maintainability — clarity, naming, consistency, and how to evaluate AI-generated code quality.
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Brazil's 55-Year Slavery Case: Can AI …
·3 min
Brazil's 55-Year Slavery Case: Can AI Detect the Invisible Exploitation of Modern Slavery?
A woman in Brazil was enslaved by one family for 55 years, shocking the world. This article explores from a technical angle whether AI data analysis, satellite remote sensing, and machine learning can detect modern slavery.
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·3 min
Arcaide: Understanding Codebase Structure Through Multi-Level Call Graph Visualization
Arcaide is a code comprehension tool based on multi-level call graphs, helping developers explore function calling relationships from macro to micro, speed up onboarding, assess change impact, and identify technical debt.
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·3 min
In-Depth Testing of GPT-5.6's Three Models: A Full Analysis of Soul/Terra/Luna Capabilities and Experience
GPT-5.6 launched three models at once—Soul, Terra, and Luna. Flagship Soul dazzled with a Vision Pro drum kit and reviving an old tablet, but the new Work app's frequent errors and export failures dragged down the experience.
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·4 min
Zhipu GLM-5.2 Released: China's First Open-Source Model to Cross the 'Primary Model' Threshold
Zhipu releases GLM-5.2 with 1M token context, matching GPT-5.x and Claude. Zcode 3.0 offers 3M free daily calls with one-click migration from Claude Code and Codex.
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·6 min
Spec-Driven Development in Practice: The New AI Coding Paradigm from Andrew Ng × JetBrains
Andrew Ng partners with JetBrains to launch a Spec-Driven Development course, teaching how to direct AI coding agents via spec files to boost intent fidelity and build maintainable production apps.
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·3 min
Farewell to a Decade-Old VPS: Technical and Emotional Insights from Retiring an Old Server
A tweet saying "rest well, old friend" resonated across the tech community. This article explores VPS lifecycle management, best practices for retiring old servers, and the unique emotional bond between engineers and infrastructure.
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·5 min
GPT-5.6 Launches: Comprehensive Upgrades to ChatGPT Work, Sites, and Desktop Client
OpenAI releases the GPT-5.6 model family, launching enterprise-focused ChatGPT Work, one-click ChatGPT Sites, and a major desktop client upgrade, with coding now ahead of rivals. Meta, Google, and Kimi follow intensively.
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·7 min
OpenClaw vs Hermes: An In-Depth Comparison and Selection Guide for AI Agent Tools
An in-depth comparison of OpenClaw and Hermes Agent, covering skill management, memory mechanisms, security, and gateway configuration to help you find the right AI agent solution.
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·6 min
Zuckerberg Admits AI Progress Falls Short of Expectations: The Industry Truth Behind the Layoffs
Meta laid off 8,000 to bet on AI, yet Zuckerberg admits AI agents fell short of expectations. A look at the collective 'AI reflection' among OpenAI, Microsoft, and Google, plus research on AI's selective impact on jobs.
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·7 min
Complete Guide to Installing and Deploying Claude Code: Configure Your AI Coding Tool from Scratch
A detailed walkthrough of the full Claude Code installation process: environment setup, npm installation, proxy configuration for networks in China, API integration, and CC Switch provider management—helping beginners quickly get started with this AI coding tool.
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·3 min
Claude Code Auto-Submitting PRs: Three Guardrails Every Team Must Lock Down First
Claude Code can auto-modify code and submit PRs, but this brings risks around permissions, review gaps, and unclear accountability. Learn the three governance guardrails every team must establish.
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·6 min
Cross-Model Review Between Claude and Codex: A Practical Workflow to Systematically Eliminate AI Code Bugs
Vibe Coding saves time but leaves piles of bugs? This article details the cross-model review workflow: Claude generates, Codex auto-reviews, with Stop Hook and Skill mechanisms building an AI code review system that intercepts problems automatically.
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·2 min
Agent Skills: Bringing Production-Grade Engineering Capabilities to AI Coding Agents
Google engineer Addy Osmani's open-source project agent-skills (76k+ GitHub stars) injects production-grade engineering skills into AI coding agents, covering performance, security, and code quality.
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