AI Will Likely Do in Ten Years, per ChatGPT Source: ChatGPT (5/15/25) AI = Circa 2035?36 AI Development Trending = Unprecedented37 Machine-Learning Model* Trending = In 2015... Industry Surpassed Academia Models by Sector – 2003-2024, per Stanford HAI Annual New Notable Machine-Learning Models AI Development Trending = Unprecedented38 AI Developer Growth (NVIDIA Ecosystem as Proxy) = +6x to 6MM Developers to reach 2 million.’ Source: NVIDIA blog posts, press releases, & company overviews +6x AI Development Trending = Unprecedented Global Developers in NVIDIA Ecosystem (MM) – 2005-2025, Per NVIDIA39

contractor-control model. But it doesn’t. Requirements: Requirements are a way of controlling the development team by constraining their creativity. Instead of requirements, we want to charge the team—the rather than just a coding tactic. If you missed last month, you can find this on the Agile4Defense GitHub page at: https://git.io/JeaOu Enterprise Architecture Enterprise Architecture, the domain of the changes to the whole ball of EA.  It has a robust, automated regression test suite, so that new development does not cause expensive break-fix activity.  It has good monitoring tools in place.  It is

and when we realize that the costs and risks of custom development have been radically reduced, the economics often now favor custom development. Governance and Oversight: Governance has traditionally creating value. If you missed last month, you can find the handout for Part 2 on the Agile4Defense GitHub page at: https://git.io/JeaO2 Risk The presence of uncertainty is the simple reason why Agile Cross-functional and team-based: It used to be natural for ops specialists to do ops, developers to do development, and testers to do testing. Now, crossover skills are increasingly important. On a delivery team

6.5.1 (download from PyPI [https://pypi.python.org/pypi/tornado], release notes) Source (GitHub) [https://github.com/tornadoweb/tornado] Mailing lists: discussion [https://groups.google.com/forum/#!forum/python-tornado] forum/python-tornado-announce] Stack Overflow [https://stackoverflow.com/questions/tagged/tornado] Wiki [https://github.com/tornadoweb/tornado/wiki/Links] Hello, world Here is a simple “Hello, world” example web app does not use any of Tornado’s asynchronous features; for that see this simple chat room [https://github.com/tornadoweb/tornado/tree/stable/demos/chat]. Threads and WSGI Tornado is different from most

CONTENTSCHAPTER ONE QUICK LINKS • Current version: 6.5.1 (download from PyPI, release notes) • Source (GitHub) • Mailing lists: discussion and announcements • Stack Overflow • Wiki 3Tornado Documentation programming. While some support of WSGI is available in the tornado.wsgi module, it is not a focus of development and most applications should be written to use Tornado’s own interfaces (such as tornado.web) directly reloading If you pass debug=True to the Application constructor, the app will be run in debug/development mode. In this mode, several features intended for convenience while developing will be enabled

is an organizational software engineering culture and practice that aims at unifying software development (Dev), security (Sec) and operations (Ops). The main characteristic of DevSecOps is to automate approach  Remove bottlenecks (including human ones) and manual actions.  Automate as much of the development and deployment activities as possible.  Adopt common tools from planning and requirements through frequent updates over larger, more sporadic releases.  Apply the cross-functional skill sets of Development, Cybersecurity, and Operations throughout the software lifecycle, embracing a continuous monitoring

CHAT ROOMS AND 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 NFRs. Codify these into the tests and pipeline f. BUILD REUSABLE OPERATIONS USER STORIES INTO DEVELOPMENT i. Goal – make recurring work as repeatable and deterministic as possible; standardize and automate operations b. Compliance checking is the opposite of security engineering c. INTEGRATE SECURITY INTO DEVELOPMENT ITERATION DEMONSTRATIONS i. Bring Infosec left; incorporate them into demos and help them understand

these and to create a single unique instance of others. It is sometimes helpful during module development to turn off incremental precompilation. The command line flag --compiled-modules={yes|no} enables it wraps around have exited: julia> using Sockets julia> @sync for hostname in ("google.com", "github.com", "julialang.org") @async begin conn = connect(hostname, 80) write(conn, "GET / HTTP/1.1\ Finished connection to google.com Finished connection to julialang.org Finished connection to github.com 21.8 Multicast Julia supports multicast over IPv4 and IPv6 using the User Datagram Protocol

these and to create a single unique instance of others. It is sometimes helpful during module development to turn off incremental precompilation. The command line flag --compiled-modules={yes|no} enables it wraps around have exited: julia> using Sockets julia> @sync for hostname in ("google.com", "github.com", "julialang.org") @async begin conn = connect(hostname, 80) write(conn, "GET / HTTP/1.1\ Finished connection to google.com Finished connection to julialang.org Finished connection to github.com 21.8 Multicast Julia supports multicast over IPv4 and IPv6 using the User Datagram Protocol

documentation for Julia 1.12-rc1. Work in progress! This documentation is for an unreleased, in-development, version of Julia. Please read the release notes to see what has changed since the last release example, if we have an Interval type which represents a range of possible values similar to https://github.com/Ju- liaPhysics/Measurements.jl, we may define rounding on that type with the following julia> these and to create a single unique instance of others. It is sometimes helpful during module development to turn off incremental precompilation. The command line flag --compiled-modules={yes|no|existing}