#shared responsibility model
273 related articles
·5 min
Claude Drives the sqlite-utils 4.0 Release: The Real Cost and Collaboration Methodology of AI-Assisted Refactoring
Developer Simon Willison used Claude to ship sqlite-utils 4.0: 37 prompts, 34 commits, $149 API cost — revealing coding agents' real capabilities, cross-model review, and agentic engineering best practices.
Read more →
·6 min
After Meeting Bourdain, I Let Go of the Obsession to Become Him
From idolizing Anthony Bourdain to meeting him in person, the author undergoes a journey of disenchantment and self-awakening. An exploration of how content creators can escape the trap of imitation and find their irreplaceable voice.
Read more →
·6 min
Inside the AI Workday of Thomson Reuters' CEO: How Leaders Drive Enterprise Transformation by Example
Thomson Reuters CEO Steve Hasker shares his personal AI routine: analyzing documents, managing his calendar, and gaining insights every Monday. A look at how leaders drive real enterprise AI transformation through practice and continuous learning.
Read more →
·7 min
The Complete Guide to Agent Skills: Principles, Structure & Practical Applications
Deep dive into AI Agent Skills: SKILL.md file structure, four component modules, differences from prompts, and practical scenarios for frontend generation, PPT creation, and more.
Read more →
·4 min
Python Tutorial: Build a Gomoku Game from Scratch with Pygame
Build a complete Gomoku game in Python using Pygame. Covers board rendering, mouse events, win detection, and game state management — great for beginners.
Read more →
·6 min
LangChain 1.0 Comprehensive Guide: Three Core Frameworks and Hands-On AI Application Development
Deep dive into LangChain 1.0's architecture: LangChain framework, LangGraph multi-Agent orchestration, and LangSmith observability platform, with hands-on RAG and intelligent customer service projects.
Read more →
·5 min
Deep Dive into Vercel's eve Framework: How AI Agents Are Becoming an Entirely New Form of Software
Vercel's Chief of Software Andrew Qu explains the eve Agent framework's design philosophy, covering Skills modularity, Sandboxes security, and agent-readable websites—revealing the paradigm shift from instruction-driven to goal-driven software.
Read more →
·7 min
Andrew Ng Teams Up with LangChain: Core Principles of LangGraph Agent Development
Andrew Ng and LangChain CEO Harrison Chase present AI Agents in LangGraph, covering five core agent design patterns and LangGraph's graph-based framework for building cyclical agentic workflows.
Read more →
·7 min
Andrew Ng Teams Up with LangChain: Core Concepts of LangGraph Agent Development
Andrew Ng and LangChain CEO Harrison Chase's AI Agents in LangGraph course covers five agent design patterns and LangGraph's graph-based framework for building cyclical AI workflows.
Read more →
·7 min
Inside the AI Fraud Industry Chain: Deepfakes and Identity Deception Revealed Through the Lily Jay Incident
The Lily Jay incident exposes the AI fraud industry chain: how deepfakes, image synthesis, and content automation create fake identities. Practical methods for identifying false content in the AI era.
Read more →
·5 min
Tracking a Year-Long Crash Mystery: A Complete Investigation of Hardware Defects and an 18-Year-Old Open Source Bug
An engineering team spent a year tracing crashes to two root causes: a silent hardware defect and an 18-year-old open source bug. A deep dive into debugging methodology for distributed systems.
Read more →
GPT-5.5 and Codex: The Paradigm Shift …
·4 min
GPT-5.5 and Codex: The Paradigm Shift from Executor to Director in AI Programming
Deep analysis of an OpenAI interview: how GPT-5.5's multimodal creativity breaks new ground, and how Codex multi-agent workflows are reshaping software development — from executor to director.
Read more →
·6 min
Gas Town: A Multi-Agent Workspace Manager Built in Go
Gas Town is an open-source multi-agent workspace manager built in Go with 16,000+ GitHub Stars. This article analyzes its architecture, Go language advantages, and typical multi-agent collaboration scenarios.
Read more →
·3 min
Claude Code in Practice: Writing Maintainable AI Code with the Harness Methodology
Learn how to write controllable, maintainable AI code using the Harness methodology with Claude Code. Covers SDD, Agent orchestration, and enterprise-grade AI programming practices.
Read more →
AI Coding Addiction: The Hidden Price …
·2 min
AI Coding Addiction: The Hidden Price Engineers Are Paying
AI coding tools trigger dopamine-driven addiction loops, but skill atrophy, code comprehension gaps, and dulled judgment are quietly accumulating. A deep dive into the hidden costs.
Read more →
·4 min
Why Is Skill Breaking Out of Software Development? Uncovering the Underlying Structure of Knowledge Work
Skill isn't just for programmers — it's crossing industry lines to become the operational foundation for entire organizations. This article unpacks the three cores of knowledge work, explores legal, research, and finance use cases, and examines how a Skill Library becomes a core enterprise AI asset.
Read more →
·2 min
Building an FPS Game with ECS Architecture and AI: A First-Person Shooter from Scratch
Learn how to build an FPS game from scratch using ECS architecture (Entity-Component-System) and AI-assisted coding, featuring movement, shooting, magazine management, and minimap.
Read more →
TAT Cross-America Trail Complete Guide…
·2 min
TAT Cross-America Trail Complete Guide: How Digital Technology Is Transforming Long-Distance Adventure
How GPS offline navigation, crowdsourced trail data, and satellite communication are transforming the Trans-America Trail (TAT) experience — a guide for adventurers and tech enthusiasts alike.
Read more →
T3MP3ST: The Open-Source Framework Tha…
·4 min
T3MP3ST: The Open-Source Framework That Turns Coding Agents into Autonomous Red Team Operators
T3MP3ST is an open-source offensive security framework that turns coding agents like Claude Code and Codex into autonomous red team tools. Achieves 90.1% pass@1 on XBEN, supports Web pentesting, CVE discovery, and smart contract auditing.
Read more →
Payload-Less Skills: The Hidden Supply…
·3 min
Payload-Less Skills: The Hidden Supply Chain Threat Targeting LLM Agents
Payload-Less Skills are a stealthy new attack targeting LLM agent supply chains — no malicious code required. Learn how they work and how to defend against them.
Read more →