Insights
What is changing in the industries we work in.
Writing on AI in production, hiring engineering talent in India, and what is actually shifting in healthcare, telecom, insurance and agriculture engineering. No gated PDFs.
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AI in production
Hiring in India
Industry analysis
Guides
What a forward-deployed engineer actually does
Job postings for the role grew over 1,000% in a year. The reason has little to do with the models — and everything to do with where AI projects die.
Why AI projects stall between the prototype and production
McKinsey puts EBIT impact flat year over year. Gartner expects 40% of agentic projects cancelled. Four stages explain most of it.
Hiring engineers in India: what the market looks like in 2026
2,117 GCCs and 2.36 million professionals. Depth is not the constraint — speed of process and retention are.
EOR, staffing and contracting: what the words actually mean
Three purchases used as synonyms, with a factor-of-ten price gap between them and different parties carrying the risk.