rate) and throughput (deployment lead time, deployment frequency) e. ENABLE COORDINATION AND SCHEDULING OF CHANGES i. Loosely coupled architectures enable greater team independence and can likely succeed succeed with more informal coordination approaches like chat rooms ii. For deliberate change scheduling, gather representatives, not authorize changes, but to schedule and sequence. f. ENABLE PEER REVIEW

designed to optimize store operations by automating repetitive tasks like inventory tracking, scheduling, and food preparation alerts. It leverages machine learning to improve decision-making at the reshape how users interact with digital systems – from customer support and onboarding to research, scheduling, and internal operations. Enterprises are leading the charge; they’re not just experimenting with websites, making online purchases, etc. • Home automation • Information collection • Purchasing • Scheduling AI Incumbent Agent Launches AI Agent Evolution = Chat Responses → Doing Work92 Next Frontier

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1120 49 Tasks 1126 49.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1132 49.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are sampling tasks that are running—a wall-time task profiler sam- ples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchroniza- tion primitive at the time the profiler

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1119 49 Tasks 1125 49.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1131 49.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are sampling tasks that are running—a wall-time task profiler sam- ples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchroniza- tion primitive at the time the profiler

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1119 49 Tasks 1125 49.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1131 49.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are sampling tasks that are running—a wall-time task profiler sam- ples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchroniza- tion primitive at the time the profiler

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1111 48 Tasks 1117 48.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1123 48.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are sampling tasks that are running—a wall-time task profiler sam- ples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchroniza- tion primitive at the time the profiler

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1079 48 Tasks 1085 48.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1090 48.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are key, or lack thereof, is restored afterwards. Useful for emulating dynamic scoping. source 48.1 Scheduling Base.yield – Function. yield()CHAPTER 48. TASKS 1091 Switch to the scheduler to allow another

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1080 48 Tasks 1085 48.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1090 48.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are key, or lack thereof, is restored afterwards. Useful for emulating dynamic scoping. source 48.1 Scheduling Base.yield – Function. yield()CHAPTER 48. TASKS 1091 Switch to the scheduler to allow another

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1080 48 Tasks 1085 48.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1090 48.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are key, or lack thereof, is restored afterwards. Useful for emulating dynamic scoping. source 48.1 Scheduling Base.yield – Function. yield()CHAPTER 48. TASKS 1091 Switch to the scheduler to allow another

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1123 49 Tasks 1128 49.1 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1134 49.2 Synchronization occur at intervals (by default, 1 ms on Unix systems and 10 ms on Windows, although the actual scheduling is subject to operating system load). Moreover, as discussed further below, because samples are sampling tasks that are running—a wall-time task profiler sam- ples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchroniza- tion primitive at the time the profiler