#engineering jargon
49 related articles
·4 min
A Complete Breakdown of the Engineering Challenges Behind RAG and Agent Interview Questions
Resume full of RAG and Agent but keep failing interviews? The issue is you only run demos and can't explain production engineering challenges. This article breaks down data cleaning, hybrid retrieval, hallucination protection, and agent loop breakers.
Read more →
·3 min
15 Months, 10 Failed Interviews: A Deep Retrospective and Breakthrough Guide for AI Engineers
An AI/ML engineer with 4 years of experience faced 10 failed interviews in 15 months at Meta, Amazon, and more. This deep analysis breaks down the root causes and offers ML interview strategies and mindset advice.
Read more →
·3 min
Citi Generative AI Developer Final Interview Guide: Key Topics and Preparation Strategies
Preparing for Citi's Junior Generative AI Application Developer final interview? This guide breaks down technical topics, behavioral questions, financial industry considerations, and efficient short-term prep strategies for LLM, RAG, and system design.
Read more →
·6 min
Introduction to Prompt Engineering: Principles, Methods, and Practical Case Studies
Prompt Engineering is the core skill for harnessing LLMs. This article covers principles and design methods through real cases like translation role-setting and DeepSeek image generation.
Read more →
·7 min
Prompt Engineering in Practice: A Programmer's Core Methodology for Prompt Tuning
A deep dive into the underlying logic of prompt engineering from a programmer's perspective: understand token-probability generation, master the three principles of specific, rich, and low-ambiguity, and learn iterative prompt tuning.
Read more →
·6 min
Prompt Engineering in Practice: A Programmer's Core Methodology for Tuning Prompts
An in-depth analysis of prompt engineering from a programmer's perspective: understand token probability generation, master the three principles—specific, rich, low-ambiguity—and learn iterative prompt tuning.
Read more →
·4 min
Getting Started with AI Agent Development: Core Mindset and Learning Path for Beginners
Intimidated by AI Agent development? This article breaks down the two biggest beginner pain points and reveals why the real skill isn't memorizing APIs, but mastering requirement decomposition, workflow design, and problem-solving.
Read more →
·7 min
Agentic AI Development in Practice: Evaluation and Error Analysis Are the Real Competitive Edge
Cut through the Agentic AI hype to see the real value of agentic applications. Based on Andrew Ng's course, learn why Evals and error analysis—not framework choice—separate top developers.
Read more →
Tech Frontiers·4 min
Claude Slack Agent Upgrade: Multiplayer Collaboration, Proactive Responses, and Persistent Memory Explained
Anthropic upgrades Claude's Slack integration with multiplayer collaboration, proactive responses, and persistent memory — transforming AI from a passive tool into a true team partner.
Read more →
·3 min
Whats-LLM: An AI Programming E-Book Tutorial That Even Liberal Arts Students with Zero Tech Background Can Master
Whats-LLM is an installation-free AI programming e-book for complete beginners, written by an art-student-turned-programmer, covering LLM basics, Cloud Code, and Codex with built-in quizzes and notes.
Read more →
·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.
Read more →
·4 min
The Complete Beginner's Guide to Claude Code: Build and Deploy Apps with Zero Programming Experience
A complete guide to Claude Code from setup to deployment, covering Plan Mode, MCP connectors, reusable skills, CLAUDE.md project memory, and Vercel deployment — no coding experience needed.
Read more →
·3 min
Generating 10 Web Games with One-Line Prompts: A Hands-On Claude Code Experience
A senior developer uses Claude Code to generate 10 playable web games including 2048, Gomoku, and Tetris with one-line prompts in under an hour. A deep dive into AI programming's real capabilities.
Read more →
·3 min
Claude Generates 10 Web Games from One-Line Prompts: Zero-Code AI Programming in Action
Use Claude Code to generate 10 web games like 2048, Gomoku, and Tetris from one-line prompts — zero manual coding. A full walkthrough of AI programming in practice.
Read more →
·2 min
Non-Technical Founders Built a $50K/Month SaaS Product Using AI Tools
Two non-coders built Shipper to $50K MRR in 6 months using AI tools. Learn their reverse-engineering, zero-free-tier, and viral growth playbook for indie developers.
Read more →
·2 min
Claude Code Chinese Tutorial: A Complete Guide from Installation to Real-World Applications
A detailed Chinese practical guide for Claude Code covering installation, domestic model integration, code development, copywriting, data analysis, and more to help you master this AI programming tool.
Read more →
·4 min
Grill With Docs: Doubling AI Programming Collaboration Efficiency with a Unified Language
From Grill Me to Grill With Docs: applying DDD's Ubiquitous Language to solve terminology drift and context loss in AI programming for efficient cross-session collaboration.
Read more →
·2 min
Claude Code Tutorial: Complete Guide from Installation to Real-World Projects
A complete guide to Claude Code covering installation, configuration, alternative model setup, code generation, bug fixing, and non-programming productivity use cases for beginners.
Read more →
Industry Insights·3 min
GPT 5.5 Dubbed 'Autistic Genius': Codex Downloads Surge 1397%, The Truth Behind the Developer Exodus
OpenAI CEO Altman calls GPT 5.5 an 'Autistic Genius.' Codex downloads surge 1397% to 90M while Claude Code drops 38%. Deep analysis of the developer migration driven by cost, performance, and UX.
Read more →
Tutorials·3 min
In-Depth Review of a 628-Episode Python Full-Stack Tutorial: Can a Free Course Launch Your Career?
In-depth review of a 628-episode free Python full-stack tutorial on Bilibili, analyzing its strengths, limitations, and providing learning strategy advice for Python beginners.
Read more →