#security debt
178 related articles
Industry Insights·2 min
Claude Code Source Leak Reveals the Core Paradigm of Harness Engineering
Deep analysis of the Claude Code source leak, comparing OpenCode architecture differences, revealing how Harness Engineering determines the floor of Agent capabilities.
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Research·4 min
Deep Dive into Claude Code's Open-Source Architecture: The Design Philosophy Behind 510,000 Lines of Code
Deep analysis of Claude Code's open-source architecture: dual-loop design, 7-step tool pipeline, 4-layer token compression, memory systems, and multi-agent collaboration patterns.
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Industry Insights·4 min
Deep Dive into Claude Code's Open-Source Architecture: Six Core Design Principles and Engineering Practices Revealed
Deep analysis of Claude Code's open-source architecture: six core design principles including dual-loop mechanism, seven-step tool pipeline, four-layer token compression, multi-agent collaboration, and memory systems.
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Tutorials·2 min
Anthropic Engineer Shares Four Golden Rules for Vibe Coding
Anthropic's coding agent lead shares four core principles for Vibe Coding in production: be AI's product manager, use it at leaf nodes, focus on verifiability, and embrace exponential growth.
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Tutorials·3 min
Vibe Engineering in Practice: AI Evolves from Code Generator to Programming Teammate
A deep dive into Vibe Engineering principles: context engineering, sub-agent collaboration, autonomous testing loops, plus OpenAI's case study of a 12-hour Kotlin-to-Rust rewrite.
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Product Reviews·3 min
Cursor 3.0 Deep Dive: The AI Agent Command Center Rewritten in Rust
Cursor 3.0 abandons VS Code entirely, rewritten from scratch in Rust as an AI agent management platform. Deep dive into its three evolutions, Composer 2 controversy, parallel agent orchestration, and the paradigm shift from assisted to autonomous coding.
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Product Reviews·3 min
Amazon Kiro In-Depth Review: How Spec Mode Redefines AI Programming
In-depth review of Amazon's AI programming tool Kiro, detailing Spec Mode's three-phase structured workflow (Requirements → Design → Implementation), comparing it with Cursor, plus a full hands-on build of an expense tracking system.
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Product Reviews·3 min
Warp 2.0 Deep Dive: An AI Development Environment with Multi-Agent Parallelism
Deep dive into Warp 2.0's Agent Development Environment (ADE): multi-agent parallel orchestration, terminal editor, AI coding platform, hands-on SaaS app building, and comparison with Cursor and Claude Code.
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Expert Opinions·3 min
Developer with 320K Subscribers: I'm Sick of the AI Hype!
Veteran developer ArjanCodes (320K subscribers) says he's sick of AI hype. He argues shipping fast isn't software development, coding is just the tip of the iceberg, responsibility can't be delegated to AI, and fundamentals remain a developer's core edge.
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Expert Opinions·2 min
Senior Developers Transition to AI-Assisted Programming: Real-World Lessons on Code Review and Context Management
A senior dev team shares hard-won lessons on code review, short-context strategies, AI amnesia, and quality control after fully switching to AI-assisted programming.
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Industry Insights·2 min
Claude Fixes More Firefox Security Bugs in One Month Than the Previous 15 Months Combined — AI Code Auditing Delivers Stunning Results
Using Anthropic's Claude Mythos Preview, Firefox fixed more security bugs in April 2025 than the previous 15 months. Explore how AI code auditing is revolutionizing browser and open-source security.
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Expert Opinions·2 min
The Real Nature of AI Anxiety: It's Not About Tools — It's About Missing Goals
Why does mastering AI tools still leave you anxious? Because AI anxiety isn't about tools — it's about missing goals. A deep analysis of what truly makes you irreplaceable in the AI era.
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Tech Frontiers·1 min
Gatling Enterprise Action v1.0.1 Released: Automating Performance Testing with GitHub Actions
Gatling releases GitHub Action v1.0.1, enabling automated performance testing in CI/CD pipelines. Learn about features, updates, and configuration.
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Product Reviews·2 min
Sutra: How AI Decision Intelligence Compresses Hardware Engineering Changes from Hours to Minutes
Sutra uses Decision Intelligence to transform hardware engineering change processes, automating BOM impact analysis, part verification, and documentation to cut ECR processing from hours to minutes.
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Industry Insights·2 min
Why AI Workloads Crushed GitHub but Left Other Vendors Unscathed
GitHub's service degraded under a 3.5x AI load surge while AWS and Cloudflare stayed stable. We analyze GitHub's architectural weaknesses, traffic governance gaps, and key infrastructure strategies for the AI era.
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Industry Insights·2 min
Why FDE (Forward Deployed Engineer) Roles Are Getting a Cold Reception: The Real Reasons Engineers Don't Want the Job
FDE (Forward Deployed Engineer) demand is surging, but engineers are saying no. Explore the real reasons: limited tech growth, unclear career paths, and work-life balance challenges.
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Industry Insights·1 min
Anthropic Releases AI-Native Startup Playbook: A Four-Stage Framework Redefining Entrepreneurship for 2026
Anthropic releases The Founder's Playbook, a guide for AI-native startups with a four-stage framework (Idea, MVP, Launch, Scale) redefining entrepreneurship for 2026.
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Tutorials·2 min
Claude Code CLI in Practice: Generating a Complete Weather Dashboard App in 20 Minutes
Real test of Claude Code CLI development efficiency: a single sentence generates a complete weather dashboard in 20 minutes. Full workflow, results, and use cases explained.
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Product Reviews·2 min
HiSnap AI Hands-On Review: Can You Really Build a Mini Program in Minutes with Zero Code?
Hands-on review of HiSnap AI multi-agent development platform: building mini programs in minutes with zero coding, from runner games to professional questionnaires. Analyzing real capability boundaries.
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Deep Dives·2 min
AI Coding Tools Keep Failing: Three Core Advantages That Keep Human Programmers Irreplaceable
AI coding tools shine on structured tasks but fail in production. Explore the three irreplaceable advantages human programmers hold and the future of human-AI collaboration.
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