to 7MM Developers Y/Y Developers Building with Gemini, MM AI Development Trending = Unprecedented Note: Per Google in 5/25, ‘Over 7 million developers are building with Gemini, five times more than non-users with little to no interest in adopting AI within the next 12 months. Source: OpenAI, ‘Building an AI-Ready Workforce: A Look at College Student ChatGPT Adoption in the US’ (2/25) AI User + Usage charge; they’re not just experimenting with agents, but deploying them, investing in frameworks and building ecosystems around autonomous execution. What was once a messaging interface is becoming an action

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 400 30.8 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 401 30.9 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1912 106.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1913 106.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 2006 108 Building Julia 2013 108.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2013

. . . . . . . . . . . . . . . . . . . . . . . . . 373CONTENTS vi 29.7 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 374 29.8 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1576 101.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1577 101.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 1643 103 Building Julia 1650 103.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1650

. . . . . . . . . . . . . . . . . . . . . . . . . 373CONTENTS vi 29.7 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 374 29.8 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1576 101.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1577 101.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 1643 103 Building Julia 1650 103.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1650

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396 30.7 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 397 30.8 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1859 105.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1860 105.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 1953 107 Building Julia 1960 107.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1960

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396 30.7 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 397 30.8 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1859 105.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1860 105.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 1953 107 Building Julia 1960 107.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1960

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396 30.7 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 397 30.8 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1859 105.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1860 105.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 1953 107 Building Julia 1960 107.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1960

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401 30.8 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 402 30.9 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1909 106.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1910 106.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 2002 108 Building Julia 2009 108.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2009

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 400 30.8 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 401 30.9 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1909 106.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1910 106.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 2002 108 Building Julia 2009 108.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2009

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 400 30.8 System and Package Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . 401 30.9 Debugging and profiling . . . . . Optimizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1909 106.13 System Image Building . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1910 106.14 Package Images . Julia with DTrace, and bpftrace . . . . . . . . . . . . . . . . . . . . . 2002 108 Building Julia 2009 108.1 Building Julia (Detailed) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2009