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IT Services Circle
IT Services Circle
Apr 4, 2026 · Industry Insights

How to Spot and Counter Common IT Layoff Tactics: A Practical Guide

This article breaks down typical layoff strategies used by IT companies—such as impossible performance plans, vague reorganizations, gradual pressure, covert salary cuts, and contract swaps—while offering six concrete steps for employees to detect signals, protect legal rights, negotiate effectively, and build a resilient career.

HRIT industrycareer advice
0 likes · 8 min read
How to Spot and Counter Common IT Layoff Tactics: A Practical Guide
Model Perspective
Model Perspective
Mar 22, 2026 · Industry Insights

Will AI Make Programmers Unemployed? A Simple Model to Assess Risk

The article examines whether AI will replace programmers or merely reshape their value, distinguishing unemployment from wage depreciation, proposing a simplified exponential decay model that combines industry replacement rate and an individual irreplaceability coefficient, and shows how judgment, business understanding, and organizational skills become critical for career longevity.

AIcareerindustry insights
0 likes · 11 min read
Will AI Make Programmers Unemployed? A Simple Model to Assess Risk
IT Services Circle
IT Services Circle
Oct 21, 2023 · Fundamentals

Why Technical Staff Are Often Displaced in Chinese Companies

The article analyzes why technology professionals in China are frequently removed from companies, highlighting the low entry barriers for coding roles, the shift from talent to liability as firms grow, and the limited reliance on deep technical expertise for most businesses.

China ITIndustry AnalysisTech Career
0 likes · 6 min read
Why Technical Staff Are Often Displaced in Chinese Companies
Efficient Ops
Efficient Ops
May 20, 2023 · Artificial Intelligence

9 Proven Strategies to Stay Irreplaceable in the AI Era

Amid growing concerns that AI like ChatGPT could replace many jobs, this article outlines nine practical rules—ranging from cultivating unexpected, social, and scarce skills to deliberately limiting digital dependence and fostering human‑centric networks—to help professionals remain indispensable and thrive alongside intelligent machines.

AICareer DevelopmentHuman Skills
0 likes · 8 min read
9 Proven Strategies to Stay Irreplaceable in the AI Era
21CTO
21CTO
Mar 26, 2023 · Artificial Intelligence

Will ChatGPT Replace Programmers? Understanding the Real Risks and Opportunities

This article examines how ChatGPT’s rapid advances in natural‑language processing spark fears of job loss among developers, explains why many routine coding tasks are vulnerable, and highlights why programmers’ creative problem‑solving, debugging, and system design keep their roles secure while offering productivity benefits.

Artificial IntelligenceChatGPTjob security
0 likes · 8 min read
Will ChatGPT Replace Programmers? Understanding the Real Risks and Opportunities
Java Backend Technology
Java Backend Technology
Oct 30, 2022 · R&D Management

Surviving Big‑Tech Layoffs: Master the Inner‑Circle (嫡系) Culture

The article explains the concept of "嫡系" (inner‑circle) culture in large tech firms, why joining it boosts career opportunities, and offers practical tips—such as aligning with the right leaders, proactive communication, and performance calculation—to help employees stay indispensable during restructuring.

Managementbig techcareer advice
0 likes · 8 min read
Surviving Big‑Tech Layoffs: Master the Inner‑Circle (嫡系) Culture