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Opinion · AI Capex

AI Capex Splits Big Tech Earnings, 2027 Diverges From 2026

The Q1 2026 earnings reports revealed a stark split: investors now separate hyperscalers by AI revenue delivery, fracturing a capex cycle that once rewarded all spenders into clear winners and losers.

By Roshan Engelhart·11 min
Opinion · Labor Economics

WARN-Notice Severance Ledger Exposes How Companies Value Workers

Nearly 73,200 U.S. workers appeared in state WARN databases in Q1 2026, and the severance formulas attached to those filings reveal how companies really value their departing workers, more than any earnings call could.

By Esi Greenstein·9 min
Opinion · Tech Labor

NLRB Rulings Against Google and Amazon Make Tech Unionization Real

Landmark NLRB joint-employer rulings against Google and Amazon, amid the tech sector's longest sustained layoffs, are reshaping the bargaining landscape for engineers and forcing the industry to confront not whether workers organize, but what the org chart looks like when they do.

By Esi Greenstein·9 min
Opinion · Tech Labor & Hiring

Senior Engineer Hiring Market Breaks as AI Flattens Pay Bands

L5+ hiring was supposed to be the safe tier but has become the unplanned bottleneck, caught between AI tooling flattening the productivity curve and compensation bands that haven't reset fast enough.

By Esi Greenstein·7 min
Opinion · Tech Labor & Hiring

AI-Assisted Candidates Are Breaking Engineering Hiring Funnels

From automated résumé tailoring to real-time answer generation, AI tools like Teal and JobCopilot force engineering organizations to confront a metric breakdown: interview funnels now inflate false positives while hiding true talent.

By Esi Greenstein·11 min
Opinion · Tech Labor & Hiring

Senior Engineer Hiring Undergoes Structural Compression in 2026

With 52,050 layoffs and 92.6% AI coding tool adoption among engineers, companies are flattening the senior engineering leveling diamond, thinning L5 roles while raising the bar to old L6 standards without moving compensation.

By Esi Greenstein·4 min

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