Blog
Ideas on AI, engineering & careers.
Field notes from a team that builds AI products and staffs AI-fluent engineers.
agentic AIAIAI careersAI code qualityAI consultingAI engineeringAI fluencyAI hiringAI implementationAI jobsAI labor marketAI layoffsAI pilotsAI regulationAI securityAI skillsAI skills gapAI talent strategyAI toolsAI-implementationai-skillsAI-staffingcareer developmentcareer pivotCareerscloud engineeringCompanycompensation benchmarkscontract staffingCS graduatescybersecurity careersdata centersdeveloper trustDevOpsEngineeringengineering careerengineering hiringengineering jobsengineering productivityengineering salariesengineering staffingengineering-hiringengineering-talententerprise AIenterprise integrationforward-deployed engineerforward-deployed engineersForward-deployed-engineerfree learninggenerative AIgreen cardH-1BHiringHistoryimmigration complianceimmigration policyIndian engineersjob search strategylegacy systemsLLM skillsmachine learning engineerMITML engineeringNew GradsNRI financial planningPERMplatform engineeringpractice buildingprofessional developmentRAGremittancesRyzlink AI Engineeringsalary premiumsalary trendsskills demandskills gapskills-first hiringStaffingtalent markettalent strategytalent-strategytech job markettech labor markettech layoffstech-hiringtech-job-markettechnical hiringtechnical interviewsUSD to INRvisa strategyworkforce planningworkforce strategyworkforce trendsworkforce-trends
2 posts tagged enterprise AI.
AI implementationforward-deployed engineersenterprise AI
Your AI Pilot Worked. So Why Is It Still Not in Production?
Most enterprise AI pilots never make it into live operations. The missing link isn't your model or your budget — it's a specific kind of engineer most companies haven't heard of yet.
Oct 25, 2026 6 min read
agentic AIengineering hiringAI skills gap
The Engineer Your Team Will Need in 2026 Barely Exists Today
Gartner predicts 40% of enterprise apps will run AI agents by end of 2026 — up from just 5% today. Here's why most engineering teams aren't staffed for it, and what the right hire actually looks like.
Oct 25, 2026 5 min read