fine-tune your models 13 Get AI in the hands of experts 16 Unblock your developers 18 Set bold automation goals 21 Conclusion 22 More resources 24 2 AI in the EnterpriseA new way 
 to work As an AI development lifecycle can multiply 
 AI dividends. 07 Set bold 
 automation goals Most processes involve a lot of rote work, ripe for automation. Aim high. Let’s drill down into each of these, with customer dramatically reduced search time; and advisors spend more time on client relationships, thanks to task automation and faster insights. The feedback from advisors has been overwhelmingly positive. They’re more

Clean Code - Book Overview 2 Kyle Baardson SAFe: Scaled Agile Framework 3 Brandon McAllister Automation 2 Eric Collins The Servant: Agile Book Club 1 Ron Horner Kanban for the People! 2 Steve Miller Ballou Notes from Velocity 1 Chris Krull Technical Humility 1 Jason Wohlgemuth Agile Front-end Automation 4 Nik Kalantjakos "Coaching Agile Teams" - Book Club 0 Ray Page CA Clarity PPM software for Agile Mike Ballou Pomodoro Technique 4 Mark Staroska Story Points 4 Jason Wohlgemuth Agile Front-end Automation 4 Kyle Baardson SAFe: Scaled Agile Framework 3 Josh Sagucio Collaborative Work Environments 3

Later 1672 YEARS LATER ⊡ Test automation. ⊡ (Half) automatic monitoring. ⊡ Release every 2-3 months. ⊡ Added features and improvements. 1682 YEARS LATER ⊡ Test automation. ⊡ (Half) automatic monitoring 1692 YEARS LATER ⊡ Test automation. ⊡ (Half) automatic monitoring. ⊡ Release every 2-3 months. ⊡ Added features and improvements. 1702 YEARS LATER ⊡ Test automation. ⊡ (Half) automatic monitoring

requires rethinking how your systems make decisions and handle complexity. Unlike conventional automation, agents are uniquely suited to workflows where traditional deterministic and rule-based approaches As you evaluate where agents can add value, prioritize workflows that have previously resisted automation, especially where traditional methods encounter friction: 01 Complex 
 decision-making: Workflows payments. 31 A practical guide to building agents Conclusion Agents mark a new era in workflow automation, where systems can reason through ambiguity, take action across tools, and handle multi-step tasks

Clean Code - Book Overview Kyle Baardson SAFe': Scaled Agile Framework Brandon MCcAllister Automation Sep 2014 Eric Collins The Servant: Agile Book Club Ron Horner Notes from Velocity Chris Krull Technical Humility Jul 2015 Jason Wohlgemuth Agile Front-end Automation Nik Kalantjakos "Coaching Agile Teams'" - Book Club Ray Page CA Clarity PPM software for Agile

optimization.  Environment homogenization and assimilation – no snowflakes  Deployment methodologies, automation, monitoring, and management tested continuously. Steve Barr steve.barr@csgi.com @srbarr1 Overall Larman  Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation, Jez Humble and David Farley  The Phoenix Project: A Novel About IT, DevOps, and Helping Your

generate optimized program for new operator workloads and hardware Hardware FrameworksWhy Automation is the Future Clear winner on emerging models in product Competitive on benchmarking type model enables other optimizations: fusion, layout, parallelization Portable performance across devicesWhy Automation is the Future 1 1 1 1 0.76 0.83 1.16 1.44 Large MatMul BatchConv Small MatMul BatchMatMul

Means Eliminating IT Operations, or “NoOps” f. Myth—DevOps is Just “Infrastructure as Code” or Automation: g. Myth—DevOps is Only for Open Source Software: 2. Foreword xix 3. Imagine a World Where Dev teams to spend more time building functionality, as opposed to created infrastructure ii. Automation – across the board iii. Create known, good environments that are ready for production b. EMBED

Netflix twice in 18 month span. He wasn’t fired, he had also helped move their operations and automation forward by “light-years” and had performed huge number of production deployments. g. INJECT PRODUCTION CHAT BOTS TO AUTOMATE AND CAPTURE ORGANIZATIONAL KNOWLEDGE i. ChatOps pioneered at GitHub – put automation tools (Hubot) into the middle of their chatrooms 1. Everyone saw everything that was happening

Flexible Timing (5-10 milliseconds) ❖ ! A guaranteed response time ❖ Milliseconds ❖ Home automation Hard/Soft Real Time RequirementsWhat level of time precision does our system require?What level monitoringMilliseconds Metadata Same configuration Bare minimum With details Prepare for automation⊡ Operating Systems ⊡ Threads ⊡ Layer Separation ⊡ Network Problems ⊡ External Interfaces ⊡