From January 2015, she started to practice leetcode questions; she trains herself to stay focus, develops "muscle" memory when she practices those questions one by one.
2015年初, Julia开始参与做Leetcode, 开通自己第一个博客. 刷Leet code的题目, 她看了很多的代码, 每个人那学一点, 也开通Github, 发表自己的代码, 尝试写自己的一些体会.
She learns from her favorite sports – tennis, 10,000 serves practice builds up good memory for a great serve. Just keep going.
Hard work beats talent when talent fails to work hard.
Sunday, May 10, 2026
cloudflare layoff 1100 jobs really meaning
Cloudflare's decision to lay off approximately 1,100 employees—roughly 20% of its workforce—in May 2026represents a significant pivot toward an "agentic AI-first operating model". While the company reported record revenue of $639.8 million in the same quarter, executives declared that advances in AI made these specific roles "obsolete".
Here is what the layoffs really mean:
1. Shift to "Agentic AI" Workflows
Cloudflare leadership stated that internal AI usage surged over 600% in three months, with employees running thousands of AI agent sessions daily in departments like engineering, HR, finance, and marketing.
Meaning: The company believes its AI tools can handle tasks previously requiring human staff, allowing them to restructure around smaller, AI-empowered teams rather than traditional headcount.
Focus: This is not necessarily about poor performance, but a top-down mandate to operate faster using automation.
2. A "Profitability" Play, Not Just Cost-Cutting
Despite record revenues, Cloudflare has struggled with consistent profitability and was losing money ($62 million in Q1 2026).
Meaning: The layoffs aim to increase profit margins by replacing expensive human talent with AI tools.
Investor Reaction: Shares fell 14%-19% after the announcement, suggesting investors were wary of the disruption or expected stronger guidance.
3. The "AI-Driven Layoff" Trend
Cloudflare joins other tech giants like Meta, Microsoft, and Amazon in cutting staff despite high growth, using AI advancement as the justification.
Meaning: This marks a new phase in tech where AI is a direct substitute for labor, not just a productivity enhancement tool.
4. Generous Severance Packages
In a note on the layoffs, the company highlighted that departing employees would receive:
Full base pay through the end of 2026.
Healthcare coverage through the end of 2026 for U.S.-based employees.
Accelerated vesting of equity through August 15, 2026.
5. What Was Said vs. What Happened
The Goal: Cloudflare previously aimed to "build the future" and differentiate themselves by hiring staff when others were cutting.
The Reality: The company, which had not previously done mass layoffs in its 16-year history, found itself forced to change, marking a harsh shift in corporate strategy.
In summary, the 1,100 layoffs at Cloudflare mean the company is aggressively betting that AI agents can replicate the work of 20% of their staff, prioritizing a shift to an AI-first operational structure over maintaining its current workforce size, even during a period of record revenue.
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