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What changed at work
Source-led updates across careers, hiring, labor rights, and AI work.
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New market-specific guidance
Explore the latest updates on local job markets, workplace rights, and career choices.
Is AI Cutting Jobs? How to Read the 2026 Evidence Without Mixing Measures
Separate OECD observations, ILO task-exposure estimates, and WEF employer forecasts before drawing conclusions about AI and employment.
Unpaid Wages in Korea — The Official Route: Complaint, Substitute Payment, Free Legal Aid (2026 Guide)
In 2025, confirmed wage arrears in Korea reached 2.0679 trillion KRW across 262,304 workers (Ministry of Employment and Labor). Here is the official recovery route, step by step.
Labor Rights at Work: Pay, Organizing, Discrimination, Benefits, and Freelance Protections in the US and Beyond
A practical worker-facing guide to core labor rights, what federal law covers, where state or country rules may differ, and when to use official agencies such as DOL, EEOC, and NLRB. The guide will clarify at-will employment, right-to-work laws, employee versus contractor status, benefits gaps, and safe first steps before escalating a workplace issue.
Seven routes
Seven kinds of work problem
Start with one current action and one representative resource from each stream.
Is AI Cutting Jobs? How to Read the 2026 Evidence Without Mixing Measures
Separate OECD observations, ILO task-exposure estimates, and WEF employer forecasts before drawing conclusions about AI and employment.
AI Copilots Becoming Routine in Five Industries — Adoption Patterns from Public Cases and Research
GitHub, Klarna, Allen & Overy, BCG, Siemens — verified adoption cases from official announcements and published studies, including what the headline numbers leave out.
Backend in 90 Days — A Non-CS Hacker's Bootcamp (2026 Edition)
A focused 90-day route to one deployed backend project, using AI tools for repetition and feedback without treating them as a substitute for fundamentals.
Labor Rights at Work: Pay, Organizing, Discrimination, Benefits, and Freelance Protections in the US and Beyond
A practical worker-facing guide to core labor rights, what federal law covers, where state or country rules may differ, and when to use official agencies such as DOL, EEOC, and NLRB. The guide will clarify at-will employment, right-to-work laws, employee versus contractor status, benefits gaps, and safe first steps before escalating a workplace issue.
How to Change Careers with No Experience: Build Evidence, Not Excuses
A practical framework for translating existing experience and small work samples into the language of a new role.
The AI Agent Job Market — Reading the Rise of the "Hireable Unit" Through Verified Data
About 23% of developers use AI agents at least weekly (Stack Overflow 2025), 57% of US work hours are theoretically automatable (McKinsey), and agentic AI drew $24.2B in VC funding in 2025 (PitchBook). A map of the emerging market built only on verifiable public data.
AI Tools for Lawyers — 7 Real Services, With Their Limits (2026)
Only legal-tech services that verifiably exist and operate today. What each one does, what it cannot do, and where to be careful — no inflated numbers.
- 01The AI Agent Job Market — Reading the Rise of the "Hireable Unit" Through Verified Data
- 02Unpaid Wages in Korea — The Official Route: Complaint, Substitute Payment, Free Legal Aid (2026 Guide)
- 03AI Tools for Lawyers — 7 Real Services, With Their Limits (2026)
- 04Backend in 90 Days — A Non-CS Hacker's Bootcamp (2026 Edition)
- 05Is AI Cutting Jobs? How to Read the 2026 Evidence Without Mixing Measures
- 06How to Change Careers with No Experience: Build Evidence, Not Excuses