#procedural knowledge AI
132 related articles
·3 min
Claude Code Skills in Practice: A Progressive Guide to AI Programming from Writing Code to Writing Skills
A practical guide to Claude Code Skills development covering the three-level progression path, Codex vs Claude Code selection strategy, and enterprise secondary development techniques.
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·3 min
AI Agent Security Regression Testing: Automatically Blocking Behavioral Degradation Like CI Failures
Traditional quality scores can't catch silent degradation in AI Agent tool-calling paths. Learn how to integrate Agent security regression into CI pipelines by freezing Prompts, model configs, tool schemas, and execution traces.
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·3 min
Hermes Agent Goes Viral: A Deep Dive into the Self-Evolving AI Agent
Deep dive into Hermes Agent, the open-source AI Agent framework with 120K+ GitHub stars, featuring self-learning loops, long-term memory, and low Token consumption.
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·4 min
Qwen3 27B Local Deployment Real-World Test: Frontier-Level Coding Performance on Just 16GB VRAM
Overseas blogger systematically tests Qwen3 27B quantized local deployment across 256K context memory, HumanEval coding, and MCP tool chains. Runs on just 16GB VRAM with code generation quality surpassing all local models in its class.
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·3 min
Claude Opus 5 Hands-On: 3D Modeling, Game Development, and Native Apps — All Fully Automated
In-depth hands-on review of Claude Opus 5 coding capabilities: from floor plans to explorable 3D homes, Jurassic sandbox game development, and automated Android native app building.
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·4 min
Building AI Agent Skills: 5 Best Practices and Pitfall-Avoidance Guide
Deep dive into 5 core principles for building AI Agent Skills: from description triggers and real experience, to context window optimization, deterministic scripts, and security review.
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·2 min
Gemini 3.7 Flash: Google Launches an Agent Land Grab Through Price Cuts
Gemini 3.7 Flash launched just 3 weeks after its predecessor at half the price, with 176% Agent task improvement. Analysis of Google's pricing strategy and Agent positioning amid DeepSeek and Claude competition.
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·3 min
Escaping Tutorial Hell: A Deep Learning Approach from Watching Videos to Reading Documentation and Papers
A ML self-learner shares how to escape Tutorial Hell by shifting from passive YouTube watching to actively reading docs and papers through hands-on debugging.
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·3 min
DeepSeek V4 Pro and Grok 4.6 Launch on the Same Day: The AI Industry's Agent War Has Officially Begun
DeepSeek V4 Pro, Grok 4.6, Tencent Hunyuan WorldCloud, and Alibaba's trillion-parameter open-source model all launched on the same day. Agent capabilities are the new battleground as price wars intensify.
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·3 min
Complete Tutorial: Using AI Agent to Deploy Websites on Cloudflare Workers for Free
Learn how to use AI Agents to deploy websites on Cloudflare Workers for free, covering API Token setup, natural language deployment, and free tier analysis.
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·3 min
Cambridge's Youngest Black Professor Dies: Reflections on Academic Integrity and Mental Health
Cambridge's youngest Black professor died after facing plagiarism allegations, sparking debate on due process in integrity reviews, scholar mental health, and originality in the AI era.
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·3 min
How AI Apps Become Users' "New Default Tool": Decoding the Retention Formula
Deep analysis of how AI apps break habit barriers, reduce switching costs, and deliver clear value quickly to win users' "default tool" status through product excellence and growth strategies.
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·3 min
Apple's Trade Secret Theft Lawsuit Against OpenAI Backfires: Leaked Communications Expose Management Failures
Apple accused ex-engineer Chang Liu of leaking hardware secrets to OpenAI, but disclosed communications reveal Apple employees still sought his help post-departure, exposing offboarding failures.
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·3 min
Why LLMs Can't Jump: The Fundamental Limitations of Large Model Reasoning and Future Breakthroughs
An in-depth analysis of why LLMs excel at interpolation but struggle with logical leaps, exploring the fundamental reasoning limitations of large language models and what this means for the path to AGI.
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·2 min
A Game With No Assets: Generating All Graphics and Sound Effects in Real-Time Using Sine Waves
Indie developer Zanzlanz built a game with zero asset files—all textures and sounds are generated in real-time using sine wave math functions. Exploring the tech behind procedural generation.
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·3 min
AI Autonomously Playing Minecraft Bedwars: A Breakthrough in Embodied Intelligence
AI can now autonomously play Minecraft Bedwars and break through bed defenses, demonstrating integrated perception, planning, and control capabilities — a significant step for embodied intelligence.
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·3 min
Microsoft's TRELLIS.2 Goes Open Source: How Compact Structured Latents Are Reshaping 3D Generation
Deep dive into Microsoft's open-source TRELLIS.2 and its core innovation — Native Compact Structured Latents (SLAT) — exploring how it breaks through 3D generation efficiency bottlenecks for gaming, e-commerce, VR, and more.
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·4 min
Andrew Kelley's Technical Optimism: Don't Fall Into Pessimism
Zig creator Andrew Kelley's SSW 2026 talk urges developers to reject 'black pill' nihilism, confronting software bloat and complexity with a builder's mindset rather than surrendering to pessimism.
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·5 min
MemBoostAI: A Deep Dive into the AI-Powered Daily Memory Training Tool
MemBoostAI is a memory training app combining cognitive science with AI. Through short daily practice, active recall, and gamified challenges, it helps users boost memory retention. A deep analysis of its features, science, and differences from traditional flashcard tools.
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·3 min
BrainFeed: Turning Mindless Scrolling into Learning with an AI-Powered Personalized Knowledge Feed
BrainFeed is an AI-powered personalized learning feed that turns articles and videos into swipeable knowledge cards with spaced repetition, transforming mindless scrolling into effective learning.
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