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23 articles
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Data Party THU
Data Party THU
Feb 14, 2026 · Industry Insights

From Student to NVIDIA: 11 Years of AI Research Lessons

This reflective essay chronicles Zhaocheng Zhu’s eleven‑year journey from undergraduate AI curiosity through doctoral struggles, industry internships, and finally landing a research role at NVIDIA, offering candid insights on publishing, engineering, mentorship, and the evolving realities of academic and corporate AI work.

AIAdviceEngineering
0 likes · 21 min read
From Student to NVIDIA: 11 Years of AI Research Lessons
Java Tech Enthusiast
Java Tech Enthusiast
Apr 1, 2025 · R&D Management

Understanding Performance C Ratings and How to Respond

Performance “C” ratings are often misused as scapegoats rather than true assessments, so employees should compile concrete evidence of their work, confront managers for specific feedback, request re‑evaluation if reasons are vague, stay composed, and leverage the documentation to protect their career and negotiate fairly.

AdviceManagementappraisal
0 likes · 4 min read
Understanding Performance C Ratings and How to Respond
Architect's Guide
Architect's Guide
Jul 3, 2024 · Backend Development

Hot‑Pluggable AOP Implementation in Spring: Dynamically Managing Advice

This article demonstrates how to implement hot‑pluggable AOP in Spring by allowing users to dynamically add or remove advice at runtime, covering prerequisite concepts, core logic, complete code examples, and test scenarios that show logging activation and deactivation without restarting the application.

AdviceBackendDynamic Plugin
0 likes · 9 min read
Hot‑Pluggable AOP Implementation in Spring: Dynamically Managing Advice
JD Retail Technology
JD Retail Technology
Apr 28, 2024 · Big Data

From Confusion to Mastery: A Newcomer's Journey in Big Data Testing

This article recounts a junior tester's two‑year growth at JD.com, detailing early uncertainties, practical learning methods, step‑by‑step big‑data testing tasks, big‑sale preparation experiences, and actionable advice for newcomers aiming to thrive in the big‑data testing field.

AdviceData PlatformPerformance Testing
0 likes · 10 min read
From Confusion to Mastery: A Newcomer's Journey in Big Data Testing
Java Tech Enthusiast
Java Tech Enthusiast
Apr 26, 2024 · Fundamentals

Eight Hard‑Earned Lessons for IT Programmers

The article outlines eight hard‑earned lessons for IT programmers: most are short‑term, low‑level coders; excel horizontally and vertically; learn from open‑source; grasp architecture and tech choices; prioritize communication, reporting, and PPT skills; recognize tech leads as report architects; value speed in repetitive tasks; and maintain cautious professional relationships after colleagues depart.

AdviceIT industrycareer
0 likes · 3 min read
Eight Hard‑Earned Lessons for IT Programmers
Architect
Architect
Jan 26, 2024 · Backend Development

Dynamic Hot‑Pluggable AOP in Spring: Managing Advice at Runtime

This article explains how to implement a hot‑pluggable AOP mechanism in Spring by dynamically adding or removing Advice through custom endpoints and event listeners, covering core concepts, implementation code, a demonstration, and best‑practice considerations for backend developers.

AdviceBackend DevelopmentDynamic Plugin
0 likes · 10 min read
Dynamic Hot‑Pluggable AOP in Spring: Managing Advice at Runtime
IT Services Circle
IT Services Circle
Oct 3, 2023 · R&D Management

13 Pieces of Advice from a 40‑Year Veteran Programmer

A seasoned software engineer with nearly four decades of experience shares thirteen practical pieces of advice, covering lifelong learning, diverse programming experiences, realistic expectations, personal motivation, work‑life balance, and continuous growth to help newcomers thrive in a long‑term programming career.

AdviceExperienceSoftware Engineering
0 likes · 10 min read
13 Pieces of Advice from a 40‑Year Veteran Programmer
Top Architect
Top Architect
Apr 21, 2022 · Backend Development

Understanding AOP: Joinpoint Design, Advice, and Weaving in Java

This article explains the background, concepts, and implementation details of Aspect‑Oriented Programming in Java, covering joinpoint interface design, advice abstraction, static and dynamic weaving, and how Spring AOP applies these principles with illustrative code and diagrams.

AdviceAspect Oriented ProgrammingBackend Development
0 likes · 9 min read
Understanding AOP: Joinpoint Design, Advice, and Weaving in Java
Java Tech Enthusiast
Java Tech Enthusiast
Jun 8, 2021 · Backend Development

Introduction to AOP (Aspect Oriented Programming) in Java

This article introduces Aspect‑Oriented Programming in Java, explaining how AOP separates cross‑cutting concerns like logging using join points, pointcuts, advice, and aspects, and demonstrates dynamic proxies, various advice types, XML configuration, and aspect ordering within Spring AOP.

AdviceAspect Oriented ProgrammingDynamic Proxy
0 likes · 20 min read
Introduction to AOP (Aspect Oriented Programming) in Java
Java Captain
Java Captain
Nov 17, 2018 · Backend Development

My Journey of Self‑Learning Java: From College to Professional Development

The author shares a candid, step‑by‑step account of how he transitioned from a college student with only basic C knowledge to a proficient Java developer through disciplined self‑study, project practice, and strategic career choices, offering practical advice for aspiring programmers.

AdviceJavaself‑learning
0 likes · 9 min read
My Journey of Self‑Learning Java: From College to Professional Development
ITPUB
ITPUB
Mar 26, 2017 · R&D Management

What I Learned After 10 Years of Development: 6 Career Mistakes to Avoid

After a decade in software development, the author reflects on common career pitfalls—frequent platform switching, chasing management roles, neglecting breaks, stopping coding, avoiding community, and over‑relying on job boards—offering practical advice to build a sustainable, rewarding developer path.

AdviceJob HuntingManagement
0 likes · 9 min read
What I Learned After 10 Years of Development: 6 Career Mistakes to Avoid
Baidu Tech Salon
Baidu Tech Salon
Nov 6, 2014 · Industry Insights

How to Win Over Investors: Proven Strategies from Shark Tank Experts

Drawing on insights from Shark Tank investors and seasoned entrepreneurs, this guide outlines practical steps—such as honest self‑assessment, realistic valuation, market validation, risk control, and networking—that can significantly improve a startup’s chances of securing investment.

AdviceEntrepreneurshipShark Tank
0 likes · 11 min read
How to Win Over Investors: Proven Strategies from Shark Tank Experts