#Steer function
119 related articles
·4 min
How Can Programmers Survive and Thrive in the Age of AI? A Deep Dive and Action Guide
AI is reshaping the programmer job market: junior roles are disappearing while senior architects grow more valuable. This guide breaks down AI's impact on knowledge workers and outlines three transformation paths for programmers.
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Autoresearch: How Self-Evolving AI Age…
·2 min
Autoresearch: How Self-Evolving AI Agents Are Reshaping the Software Factory
Autoresearch lets AI agents automatically explore and refine better solutions during task execution. This article breaks down agent recipes, self-improvement loops, and human-AI collaboration boundaries.
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Presidential Pardons in 9 Clean Air Ac…
·3 min
Presidential Pardons in 9 Clean Air Act Cases: The Legal Boundaries of Vehicle Modification and the Right to Repair Debate
Presidential pardons for 9 Clean Air Act violations spark debate over vehicle modification rights, ECU tuning legality, defeat devices, and the Right to Repair movement.
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Unpacking the Anthropic Prompt Injecti…
·2 min
Unpacking the Anthropic Prompt Injection Controversy: The Battle Over System Prompt Transparency
A Hacker News post accusing Anthropic of "prompt injection" sparked AI community debate. We break down the technical reality of system prompts and what true transparency should look like.
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·3 min
Harness Engineering: The Core Methodology for Advanced AI Programming
Can zero-experience users replace programmers with AI tools? This article breaks down 4 core AI coding pain points and the 3-stage evolution from Prompt Engineering to Harness Engineering.
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·3 min
VibeCoding in Practice: A Field Alignment Methodology Before Migrating Demo to Main Project
VibeCoding best practice: never migrate a Demo directly to your main project. Learn the 3-step field alignment methodology — manual review, AI scanning, and architectural refactor.
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·6 min
What Is Vibe Coding? A Complete Breakdown of the LLM + Agent + Workflow Three-Layer Architecture
Vibe Coding, coined by ex-Tesla AI Director Karpathy, redefines AI programming. This article breaks down the LLM + Agent + Workflow three-layer architecture.
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·3 min
Behind SpaceX's Acquisition of Cursor: The Systemic Oxygen Deprivation of China's Deep Tech
SpaceX acquires Cursor for $60B in all-stock deal, buying the AI-era developer gateway. A deep analysis of the U.S.-China deep tech ecosystem gap and China's path to building its own flywheel.
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Tutorials·3 min
ChatGPT Plus Subscription Guide: Are GPT-5.5, image-2, and Codex Worth the Upgrade?
A detailed look at ChatGPT Plus features — GPT-5.5, image-2, and Codex — with a Plus vs Pro comparison and a complete step-by-step subscription guide for users outside the US.
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·4 min
Deep Dive into Hermes Agent Architecture: Loop Mechanism, Memory System, and Gateway Design
Deep dive into Hermes Agent's core architecture: Agent Loop mechanism, three-layer memory system (Markdown/SQLite/external), Gateway multi-platform integration, context compression, and Cron jobs.
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·3 min
Qwythos-9B Hands-On Review: Deploying an Uncensored Open-Source Model That Inherits Claude's Reasoning Abilities
Hands-on review of Qwythos-9B, distilled from 500M+ Claude reasoning traces. Supports 1.04M token context, uncensored, runs on just 4GB VRAM. Full deployment guide included.
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·4 min
The Four Stages of AI Engineering Evolution: From Prompt to Loop Engineering Explained
A systematic breakdown of the four stages of AI engineering: Prompt Engineering, Context Engineering, Runtime Environment Engineering, and Loop Engineering — with core logic, bottlenecks, and real-world use cases.
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·3 min
Hermes Agent Practical Guide: An AI Agent That Gets Smarter the More You Use It
Deep dive into the Hermes Agent framework's core architecture, including the Skills system and steering engineering. Real-world tests show 60%+ task completion speed improvement. Complete guide covering local deployment, Feishu integration, and self-evolving learning loops.
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·3 min
Vibe Coding in Practice: A Complete AI Programming Guide for Non-Developers
A complete guide to Vibe Coding's three stages, Cursor tool selection, and hands-on workflow—helping non-programmers and professionals master AI programming for multiplied productivity.
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·4 min
Harness Engineering in Practice: Mastering the Four Core Principles and Implementation Methods
Deep dive into Harness Engineering's four core principles: Documentation as Source of Truth, Mechanized Constraints, Feedback Loops, and Entropy Management, with practical AI Agent cases.
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·2 min
Tesla Responds to Fatal Texas Crash: Whether Autopilot Was Engaged Becomes Central Dispute
A fatal Tesla crash in Texas sparks debate over whether Autopilot was engaged. Tesla pushes back while investigators await data logs. Analysis of possibilities, liability, and the trust dilemma facing driver-assistance systems.
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·2 min
Kimi K2.7 Code Hands-On Review: What Makes This Trillion-Parameter Open-Source Coding Model Stand Out?
In-depth hands-on review of Kimi K2.7 Code open-source coding model across 6 scenarios including 3D games, frontend design, and STL parsing. Trillion-parameter MoE with 30% token efficiency gains at 1/12.5 the price of closed-source models.
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·3 min
Global Robotaxi Scorecard: How China Is Establishing Autonomous Driving Dominance
Based on TechCrunch's latest Robotaxi scorecard, a deep analysis of China's dominance in autonomous taxis covering commercialization scale, policy support, supply chain synergy, and U.S.-China competition.
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·4 min
Building a Tide App Mini Program with Codex in 4 Sessions: A Hands-On AI Coding Agent Tutorial
Learn how to build a Tide App WeChat Mini Program in 4 sessions using OpenAI Codex AI coding Agent, covering agents.md setup, Plan Mode, domain config, and more.
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·4 min
DeepSeek Forms Harness Team: AI Coding Competition Enters the Second Half
DeepSeek forms a dedicated Harness team to rival Claude Code. Analysis of the four-layer architecture, three core advantages, and 40x cost edge driving AI competition from model wars to engineering deployment.
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