thermodynamics
Token throughput ignores biological reality. This analysis connects thermodynamic limits to developer cognitive load, arguing that human verification is the true bottleneck in 2026 engineering teams.
AI layoffs
When founders boast about replacing engineers with AI, the resulting backlash creates a talent arbitrage opportunity. Learn how to scout displaced senior developers and build resilient, augmented teams instead of hollowed-out ones.
side-projects
Stop treating weekend code like lottery tickets. Learn how to structure your side projects as an R&D scouting department that intentionally kills 90% of ideas early to save your sanity and server bills.
side-projects
Stop treating Saturday coding sessions as failed SaaS attempts. Learn how to use side projects as a deliberate scouting pipeline to replace aging framework dependencies with deep, homegrown engineering expertise that actually gets you hired.
AI job market
Founders boasting about AI replacements face B2B churn and a senior talent drain. Learn how to navigate the operational and PR fallout of AI-driven restructuring.