Captures the history of events for a build, test results, environments deployed to, etc. a. Use to support audits and compliance iv. Create out continuous integration practices 1. Comprehensive and reliable due to integrating late in the lifecycle. Downward spiral of pain b. HP LaserJet Firmware –i. Before CI: 2 releases per year. 5% of effort supporting new features, 20% on detailed planning, 25% on porting branches, 10% integrating, 15% manual testing. ii. Implemented Trunk-based development & CI iii. After CI: 40% effort on new features, 40% decrease in development costs, 140% increase in programs under

properly secured, credentials could be compromised or malicious code & changes injected. 1. Harden CI/CD servers and ensure they can be reproduced in automated manner 2. Review all changes through pair calls from certain types of test code) 4. Ensure every CI process is in an isolated container 5. Make the version control credentials of the CI system read-only 3. Ch. 23 – Protecting the Deployment to generate the artifacts needed for approval. Share evidence and artifacts from the pipeline to support. iii. Continue to build successful track record to gain agreement for automated changes to become

Driver ● Arm Compute Library has been integrated by: ○ MATLAB Coder ○ ONNX RuntimeArm platform support in TVM upstream IPs Target Hardware/Model Options Codegen CPU arm_cpu pixel2 (snapdragon 835), t860) N/A opencl bifrost hikey960 (mali g71) N/A FPGA vta pynq, ultra96 N/A sdaccel Out-of-tree support or WIP: Hexagon DSP (via llvm), Ascend NPU, and more Green: Linaro 96BoardsLinaro for TVM ● Linaro Linaro AI/ML group can be a good fit for TVM collaborations on Arm based platforms to support more devices with various accelerator configurations (from microcontrollers to HPC) by working together with

starting to emerge. AI agents could reshape how users interact with digital systems – from customer support and onboarding to research, scheduling, and internal operations. Enterprises are leading the charge; Act (3/25 = Research Preview Release) Agent Released Select Capabilities • Automated customer support • Case resolution • Lead qualification • Order tracking • Control computer screen directly to estimates and may not align between companies. Oracle Cloud revenue includes Cloud Services & License Support, as well as Cloud License & On-Premise License. IBM Cloud includes all ‘Infrastructure’ line items

Interface 1250 59 LLVM Interface 1267 60 C Standard Library 1268 61 StackTraces 1274 62 SIMD Support 1276 III Standard Library 1277 63 ArgTools 1278 63.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1946 106.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special

Interface 1250 59 LLVM Interface 1267 60 C Standard Library 1268 61 StackTraces 1274 62 SIMD Support 1276 III Standard Library 1277 63 ArgTools 1278 63.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1946 106.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special

Interface 1250 59 LLVM Interface 1267 60 C Standard Library 1268 61 StackTraces 1274 62 SIMD Support 1276 III Standard Library 1277 63 ArgTools 1278 63.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1946 106.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1947 106.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special

Interface 1303 60 LLVM Interface 1320 61 C Standard Library 1321 62 StackTraces 1327 63 SIMD Support 1329 III Standard Library 1330 64 ArgTools 1331 64.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1999 107.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2000 107.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special

Interface 1301 60 LLVM Interface 1318 61 C Standard Library 1319 62 StackTraces 1325 63 SIMD Support 1327 III Standard Library 1328 64 ArgTools 1329 64.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1995 107.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1996 107.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special

Interface 1300 60 LLVM Interface 1317 61 C Standard Library 1318 62 StackTraces 1324 63 SIMD Support 1326 III Standard Library 1327 64 ArgTools 1328 64.1 Argument Handling . . . . . . . . . . . . . . . . . . . . 1995 107.4 External Profiler Support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1996 107.5 Sanitizer support . . . . . . . . . . . . . . . . . . . . . . . . . system • Elegant and extensible conversions and promotions for numeric and other types • Efficient support for Unicode, including but not limited to UTF-8 • Call C functions directly (no wrappers or special