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Domain > www.systoneit.com
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DNS Resolutions
Date
IP Address
2025-03-10
54.237.254.102
(
ClassC
)
2026-02-24
35.172.144.153
(
ClassC
)
Port 80
HTTP/1.1 301 Moved PermanentlyServer: awselb/2.0Date: Tue, 24 Feb 2026 03:27:24 GMTContent-Type: text/htmlContent-Length: 134Connection: keep-aliveLocation: https://www.systoneit.com:443/ html>head>title>301 Moved Permanently/title>/head>body>center>h1>301 Moved Permanently/h1>/center>/body>/html>
Port 443
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MuiPaper-elevation MuiPaper-elevation0 MuiAppBar-root MuiAppBar-colorInherit MuiAppBar-positionFixed mui-fixed mui-k92dtm style--Paper-shadow:none>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiToolbar-root MuiToolbar-regular mui-ce7r01>div classMuiBox-root mui-hlhn2>a href/>img altCompany Logo width140 height35 decodingasync data-nimg1 stylecolor:transparent;display:block src/svg/systoneLogo.svg/>/a>/div>div classMuiBox-root mui-1460cf2>div classMuiBox-root mui-y1b2f0>a styletext-decoration:none href/services>p classMuiTypography-root MuiTypography-body1 mui-1n21p7r>What We Do/p>/a>a styletext-decoration:none href/case-studies>p classMuiTypography-root MuiTypography-body1 mui-1n21p7r>Case Studies/p>/a>a styletext-decoration:none href/about-us>p classMuiTypography-root MuiTypography-body1 mui-1n21p7r>About Us/p>/a>a styletext-decoration:none href/blog>p classMuiTypography-root MuiTypography-body1 mui-1n21p7r>Blog/p>/a>a styletext-decoration:none href/careers>p classMuiTypography-root MuiTypography-body1 mui-1n21p7r>Careers/p>/a>/div>a styletext-decoration:none href/contact-us>div classMuiBox-root mui-70qvj9>p classMuiTypography-root MuiTypography-body1 mui-1mbz1nh>Contact Us |/p>p classMuiTypography-root MuiTypography-body1 mui-1mpw88k>667-201-9658/p>/div>/a>/div>/div>/div>/div>/header>main classMuiBox-root mui-2eywkw>div styleposition:relative;width:100%;overflow:hidden;opacity:0>div styleposition:absolute;top:0;left:0;right:0;bottom:0;background-image:url(/svg/missionBackground.svg);background-size:cover;background-position:center;z-index:-1;opacity:0>/div>div classMuiBox-root mui-1nut5rj>div classMuiBox-root mui-tla0qv>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row MuiGrid-spacing-xs-4 mui-2h4nzo>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 mui-lurely>div>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-lx0fho style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>div classMuiCardContent-root mui-15q2cw4>h2 classMuiTypography-root MuiTypography-h2 mui-3ksy0h styleopacity:0;transform:translateY(20px)>Delivering Impact, building what's next/h2>div classMuiTypography-root MuiTypography-h6 mui-44ecnc styleopacity:0;transform:translateY(20px)>At Systone, we empower agencies and organizations to reimagine their digital ecosystems by building efficient, impactful, and forward thinking solutions that serve people and make a lasting difference./div>/div>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 mui-c69zv3>div styleposition:relative;width:100%;max-width:500px;height:500px;opacity:0;transform:scale(0.95)>img altSystone Logo decodingasync data-nimgfill styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent src/svg/big-logo.svg/>/div>/div>/div>/div>/div>/div>div styleopacity:0>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row mui-12f5dld>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiBox-root mui-udl2n7>h2 classMuiTypography-root MuiTypography-body1 mui-1enwfp3 styleopacity:0;transform:translateY(20px)>Clearer content. Better UX. br/>span classMuiBox-root mui-jlcsby styledisplay:inline-block;opacity:0;transform:translateY(20px)>Smarter technology./span>/h2>p classMuiTypography-root MuiTypography-body1 mui-1fp3z0 styleopacity:0>Our digital solutions are designed for clarity, efficiency, and impact helping government and enterprise teams serve users, simplify operations, and meet their missions with confidence./p>/div>/div>/div>/div>/div>div classMuiBox-root mui-ibhynb>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div styleopacity:0>div classMuiBox-root mui-v7emo7>div classMuiBox-root mui-jszi0i styleopacity:0>h2 classMuiTypography-root MuiTypography-body1 mui-1y25mt9 styleopacity:0;transform:translateY(30px)>We turn strategy into solutions that make an impact./h2>p classMuiTypography-root MuiTypography-body1 mui-k1nit styleopacity:0;transform:translateY(30px)>Systone' teams work at the intersection of content, design, engineering, and data to deliver digital services that are as thoughtful as they are powerful. From building scalable platforms to simplifying public information, we partner with organizations to create experiences that serve real people and make a lasting impact./p>/div>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row MuiGrid-spacing-xs-4 mui-6jy3y8 styleopacity:0>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altAgile Delivery Management loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fagile.c034b74a.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fagile.c034b74a.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fagile.c034b74a.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>Agile Delivery Management/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>We lead with agile principles to deliver clarity, collaboration, and continuous value. Our delivery managers work side by side with teams to adapt quickly, align stakeholders, and deliver outcomes that matter./h6>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altContent Strategy loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fcontent-strategy.f9c1cb27.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fcontent-strategy.f9c1cb27.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fcontent-strategy.f9c1cb27.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>Content Strategy/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>We design content systems that clarify, connect, and scale. Our strategies help agencies communicate with purpose, making complex information easier to find, understand, and act on/h6>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altData Engineering loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fdata-engineering.7513caca.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fdata-engineering.7513caca.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fdata-engineering.7513caca.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>Data Engineering/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>We help unlock the power of your data with scalable, secure, and actionable solutions. Our engineering teams build the infrastructure to turn information into insight, and insight into impact./h6>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altProduct Design loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fproduct-design.cfacbce4.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fproduct-design.cfacbce4.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fproduct-design.cfacbce4.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>Product Design/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>We design intuitive, human-centered digital products that solve real-world challenges. Our approach balances innovation with accessibility to create experiences that serve users and support mission goals./h6>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altSoftware Engineering loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fsoftware-engineering.4b38fdf0.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fsoftware-engineering.4b38fdf0.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fsoftware-engineering.4b38fdf0.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>Software Engineering/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>Our fullstack developers build scalable, secure, and user-friendly digital solutions. From frontend frameworks to backend architecture, we bring technical excellence and flexibility to every project./h6>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-4x0ihy styleopacity:0;transform:translateY(30px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-swhf1d style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>img altUser Research loadinglazy width353 height299 decodingasync data-nimg1 stylecolor:transparent srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fuser-research.30a6764f.png&w384&q75 1x, /_next/image?url%2F_next%2Fstatic%2Fmedia%2Fuser-research.30a6764f.png&w750&q75 2x src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fuser-research.30a6764f.png&w750&q75/>div classMuiCardContent-root mui-1qkv3by>h4 classMuiTypography-root MuiTypography-h4 mui-1jwr2x9>User Research/h4>h6 classMuiTypography-root MuiTypography-subtitle1 mui-9iajzh>Great solutions start with understanding people. We lead research that uncovers user needs, reveals barriers, and informs design, ensuring every product is built with empathy and evidence./h6>/div>/div>/div>/div>div classMuiBox-root mui-1u9wsvl>div styleopacity:0;transform:translateY(20px)>button classMuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary mui-mdwd12 tabindex0 typebutton>Explore Our Services/button>/div>/div>/div>/div>/div>/div>/div>div classMuiBox-root mui-1ee6t94>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiBox-root mui-zeq39>div classMuiBox-root mui-wa1y90 styleopacity:0>p classMuiTypography-root MuiTypography-body1 mui-1dhr6i0 styleopacity:0;transform:translateY(20px)>Systone is supporting three Agile development teams including DevOps and O&M work. They quickly assimilated into the teams, providing immediate value along with new energy and passion. Systone resources have provided leadership, management and provided Scaled Agile Framework expertise to the teams and have been especially helpful in facilitation of the teams during Program Increment Planning. Overall, Systone has been easy to work with and trustworthy in their delivery./p>div classMuiBox-root mui-ea2vvc styleopacity:0;transform:translateY(20px)>/div>h3 classMuiTypography-root MuiTypography-body1 mui-t9zhre styleopacity:0;transform:translateY(20px)>Fearless Solutions/h3>/div>/div>/div>/div>/div>div classMuiBox-root mui-go0gqr>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row mui-vh5n7g styleopacity:0>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 mui-j5005a>div classMuiBox-root mui-dvxtzn styleopacity:0;transform:translateY(20px)>h2 classMuiTypography-root MuiTypography-h2 mui-191ileq styleopacity:0;transform:translateY(20px)>Our Clients & Partners/h2>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 mui-j5005a styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-8atqhb>div classswiper>div classswiper-wrapper>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-0 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/stateOfNewJerseyGrey.00ea4d4d.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-1 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/usdaForestServiceGrey.319a456b.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-2 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/cmsGrey.4f58b2b2.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-3 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/pentegraGrey.32b8e1d0.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-4 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/centersForDiseaseGrey.bfb54529.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-5 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/gsaGrey.d1afadec.svg/>/div>/div>/div>div classswiper-slide>div styleopacity:0;transform:translateY(20px)>div classMuiBox-root mui-3roomw>img altlogo-6 loadinglazy width100 height60 decodingasync data-nimg1 stylecolor:transparent;object-fit:contain;height:auto;width:auto src/_next/static/media/flexionGrey.7273bdf1.svg/>/div>/div>/div>/div>/div>/div>/div>/div>/div>/div>/div>div classMuiBox-root mui-1vjhput>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiBox-root mui-17fcpop styleopacity:0>h2 classMuiTypography-root MuiTypography-body1 mui-1enwfp3 styleopacity:0;transform:translateY(20px)>Built on belief,!-- --> span classMuiBox-root mui-jlcsby>driven by what matters./span>/h2>p classMuiTypography-root MuiTypography-body1 mui-17l1cco styleopacity:0;transform:translateY(20px)>Systone began with a simple belief: technology should serve people. Since 2019, we've grown from a small, minority-owned business into a trusted partner for agencies seeking digital solutions that are clear, powerful, and built for what's next./p>/div>/div>/div>/div>div classMuiBox-root mui-194qk71 styleopacity:0>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row MuiGrid-spacing-xs-4 mui-199nrdm>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-md-6 mui-19cxay3 styleopacity:0;transform:translateY(20px)>h2 classMuiTypography-root MuiTypography-body1 mui-165acg7>What Drives Us Forward/h2>ul classMuiList-root MuiList-padding mui-1wduhak>div classMuiListItem-root MuiListItem-gutters MuiListItem-padding mui-1vwh595>div classMuiBox-root mui-0>div classMuiListItemText-root mui-14rdsw0>p classMuiTypography-root MuiTypography-body1 mui-dm3xme>Our People/p>/div>/div>/div>div classMuiListItem-root MuiListItem-gutters MuiListItem-padding mui-1vwh595>div classMuiBox-root mui-0>div classMuiListItemText-root mui-14rdsw0>p classMuiTypography-root MuiTypography-body1 mui-dm3xme>Our Customers/p>/div>/div>/div>div classMuiListItem-root MuiListItem-gutters MuiListItem-padding mui-1vwh595>div classMuiBox-root mui-0>div classMuiListItemText-root mui-14rdsw0>p classMuiTypography-root MuiTypography-body1 mui-dm3xme>Transparency/p>/div>/div>/div>div classMuiListItem-root MuiListItem-gutters MuiListItem-padding mui-1vwh595>div classMuiBox-root mui-0>div classMuiListItemText-root mui-14rdsw0>p classMuiTypography-root MuiTypography-body1 mui-dm3xme>Agillity/p>/div>/div>/div>/ul>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-md-6 mui-hc6x11 styleopacity:0;transform:translateY(20px)>div stylewidth:100%;opacity:0>div classMuiBox-root mui-s0m6m1>img altOur People loadinglazy decodingasync data-nimgfill styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent sizes(max-width: 768px) 100vw, 1024px srcSet/_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w640&q75 640w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w750&q75 750w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w828&q75 828w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w1080&q75 1080w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w1200&q75 1200w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w1920&q75 1920w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w2048&q75 2048w, /_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w3840&q75 3840w src/_next/image?url%2F_next%2Fstatic%2Fmedia%2FOur_People.295a7525.png&w3840&q75/>/div>div classMuiBox-root mui-1yuhvjn>button classMuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary mui-mdwd12 tabindex0 typebutton>Learn More About Us/button>/div>/div>/div>/div>/div>/div>/div>div classMuiBox-root mui-1ee6t94>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiBox-root mui-zeq39>div classMuiBox-root mui-wa1y90 styleopacity:0>p classMuiTypography-root MuiTypography-body1 mui-1dhr6i0 styleopacity:0;transform:translateY(20px)>Systone has been very impactful on the CDC Digital Gateway team. Their skills are truly vast and cross functional, and their attitude and mindset have driven the design work forward at an amazing pace. I'm so grateful for the work!/p>div classMuiBox-root mui-ea2vvc styleopacity:0;transform:translateY(20px)>/div>h3 classMuiTypography-root MuiTypography-body1 mui-t9zhre styleopacity:0;transform:translateY(20px)>Cloud Design Lead/h3>p classMuiTypography-root MuiTypography-body1 mui-1wp2bpi styleopacity:0;transform:translateY(20px)>Center for Disease Prevention & Control (CDC)/p>/div>/div>/div>/div>/div>div classMuiBox-root mui-13n7ity>div classMuiBox-root mui-13pz81u>div classMuiBox-root mui-tla0qv>div classMuiGrid-root MuiGrid-container MuiGrid-direction-xs-row MuiGrid-spacing-xs-4 mui-199nrdm>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 mui-j5005a>div styleopacity:0;transform:translateY(80px)>h4 classMuiTypography-root MuiTypography-h4 mui-tzt695>Systone Blog/h4>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-16cvqyc styleopacity:0;transform:translateY(80px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-k5ppeo style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>a classMuiBox-root mui-1amzssp tabindex0>div classMuiBox-root mui-3ep5qn>img altIf It's Worth Transferring, It's Worth Transferring Well -- Paul Kiat decodingasync data-nimgfill styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent sizes(max-width: 600px) 100vw, (max-width: 900px) 50vw, 351px srcSet/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w384&q75 384w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w640&q75 640w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w750&q75 750w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w828&q75 828w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w1080&q75 1080w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w1200&q75 1200w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w1920&q75 1920w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w2048&q75 2048w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w3840&q75 3840w src/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F5j1lcZb8a7vgekKG2SbdXv%2Fa09e479572d4d9c64e285c1287fa2dd2%2FWhere_knowlege_sticks__10_.png&w3840&q75/>/div>div classMuiCardContent-root mui-zf4utx>div classMuiTypography-root MuiTypography-caption mui-1bwlmw2 styleopacity:0.8>Mon Feb 09 2026/div>h3 classMuiTypography-root MuiTypography-h6 mui-1vr9ioo>If It's Worth Transferring, It's Worth Transferring Well -- Paul Kiat/h3>p classMuiTypography-root MuiTypography-body2 mui-1yb1jtb>Modernizing Medicare isn’t hard because of code—it’s hard because context gets lost. When decisions live in Slack or memory, teams re-learn work they already did. Put the story next to the code, and knowledge compounds instead of resetting./p>/div>/a>div classMuiCardActions-root MuiCardActions-spacing mui-17p2ruv>a classMuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary mui-hw29n tabindex0 rolebutton>Read Fullspan classMuiButton-icon MuiButton-endIcon MuiButton-iconSizeMedium mui-1g78ho2>svg classMuiSvgIcon-root MuiSvgIcon-fontSizeMedium mui-q7mezt focusablefalse aria-hiddentrue viewBox0 0 24 24>path dm12 4-1.41 1.41L16.17 11H4v2h12.17l-5.58 5.59L12 20l8-8z>/path>/svg>/span>/a>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-16cvqyc styleopacity:0;transform:translateY(80px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-k5ppeo style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>a classMuiBox-root mui-1amzssp tabindex0>div classMuiBox-root mui-3ep5qn>img altThe AI Ground Game; How real progress happens in government systems - Tobi Afolayan decodingasync data-nimgfill styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent sizes(max-width: 600px) 100vw, (max-width: 900px) 50vw, 351px srcSet/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w384&q75 384w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w640&q75 640w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w750&q75 750w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w828&q75 828w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w1080&q75 1080w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w1200&q75 1200w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w1920&q75 1920w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w2048&q75 2048w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w3840&q75 3840w src/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F74wCQHw5FvayiZk7jBh3qG%2F0acf205556f1e806b2fef7b126ae77a7%2FThe_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png&w3840&q75/>/div>div classMuiCardContent-root mui-zf4utx>div classMuiTypography-root MuiTypography-caption mui-1bwlmw2 styleopacity:0.8>Wed Sep 24 2025/div>h3 classMuiTypography-root MuiTypography-h6 mui-1vr9ioo>The AI Ground Game; How real progress happens in government systems - Tobi Afolayan/h3>p classMuiTypography-root MuiTypography-body2 mui-1yb1jtb>The real challenge of AI in government isn’t the models—it’s building secure, compliant systems that actually work in production./p>/div>/a>div classMuiCardActions-root MuiCardActions-spacing mui-17p2ruv>a classMuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary mui-hw29n tabindex0 rolebutton>Read Fullspan classMuiButton-icon MuiButton-endIcon MuiButton-iconSizeMedium mui-1g78ho2>svg classMuiSvgIcon-root MuiSvgIcon-fontSizeMedium mui-q7mezt focusablefalse aria-hiddentrue viewBox0 0 24 24>path dm12 4-1.41 1.41L16.17 11H4v2h12.17l-5.58 5.59L12 20l8-8z>/path>/svg>/span>/a>/div>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-sm-6 MuiGrid-grid-md-4 mui-16cvqyc styleopacity:0;transform:translateY(80px)>div classMuiPaper-root MuiPaper-elevation MuiPaper-rounded MuiPaper-elevation1 MuiCard-root mui-k5ppeo style--Paper-shadow:0px 2px 1px -1px rgba(0,0,0,0.2),0px 1px 1px 0px rgba(0,0,0,0.14),0px 1px 3px 0px rgba(0,0,0,0.12)>a classMuiBox-root mui-1amzssp tabindex0>div classMuiBox-root mui-3ep5qn>img altA Digital Pledge of Allegiance: Making Government Websites Clear, Accessible, and Trustworthy. - Alex Ferri decodingasync data-nimgfill styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent sizes(max-width: 600px) 100vw, (max-width: 900px) 50vw, 351px srcSet/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w384&q75 384w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w640&q75 640w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w750&q75 750w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w828&q75 828w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w1080&q75 1080w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w1200&q75 1200w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w1920&q75 1920w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w2048&q75 2048w, /_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w3840&q75 3840w src/_next/image?urlhttps%3A%2F%2Fimages.ctfassets.net%2Fwvk1j401q25k%2F6pc84P2YbloraK7s23Fzod%2Faeb8766668c059ee042670f1ab21e726%2F26461__1_.png&w3840&q75/>/div>div classMuiCardContent-root mui-zf4utx>div classMuiTypography-root MuiTypography-caption mui-1bwlmw2 styleopacity:0.8>Wed Jun 11 2025/div>h3 classMuiTypography-root MuiTypography-h6 mui-1vr9ioo>A Digital Pledge of Allegiance: Making Government Websites Clear, Accessible, and Trustworthy. - Alex Ferri/h3>p classMuiTypography-root MuiTypography-body2 mui-1yb1jtb>Government websites shouldn’t feel outdated. They’re lifelines for real people making real decisions. 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src/_next/image?url%2F_next%2Fstatic%2Fmedia%2Fsdo.1a82bff3.png&w128&q75/>/div>/div>div classMuiGrid-root MuiGrid-direction-xs-column MuiGrid-grid-xs-12 MuiGrid-grid-md-4 MuiGrid-grid-lg-4 mui-pftf2y>p classMuiTypography-root MuiTypography-body2 mui-1m6sii3>GSA MAS Contract #: 47QTCA23D001K/p>p classMuiTypography-root MuiTypography-body2 mui-1m6sii3>UEI: TAYFF6JJF5M7/p>p classMuiTypography-root MuiTypography-body2 mui-1m6sii3>CAGE Code: 8ASK6/p>/div>div classMuiGrid-root MuiGrid-wrap-xs-nowrap MuiGrid-direction-xs-row MuiGrid-grid-xs-12 MuiGrid-grid-md-4 MuiGrid-grid-lg-3 mui-q6dlqs>p classMuiTypography-root MuiTypography-body2 mui-1m6sii3>NAICS Codes: 541511, 511210, 541512, 541513, 541519, 541611, 541618, 541690, 541990, 518210/p>/div>/div>/div>hr classMuiDivider-root MuiDivider-middle mui-kyywao/>div classMuiGrid-root MuiGrid-direction-xs-row mui-1qdbek7>p classMuiTypography-root MuiTypography-body2 mui-1m6sii3>© !-- -->2026!-- --> Systone Iterations, All rights reserved./p>button 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websites can—and should—apply the same principles that drive successful consumer-facing sites. Im talking about audience profiles, clear content strategies, and yes, a user-friendly experience. Don’t just take my word for it—there are clear, measurable benefits when these principles are put to work (less angry clicks, lower exit rates, higher traffic on high-value informative pages. Especially in areas where lives, finances, and future)/script>script>self.__next_f.push(1,s are on the line. Let’s talk about YMYL (Your Money, Your Life) content for a second. These are the pages, articles, and digital tools people rely on when they need to make decisions that could impact their bank accounts, health, or even their families. Shouldn’t those be the most well thought-out, clear, and accessible pages on the internet? Imagine you’re someone who’s struggling to apply for unemployment benefits, navigate healthcare, or even something as simple as researching national parks for their family vacation to California. You don’t have time to fight with a website that’s cluttered or hard to navigate. You need guidance, fast—and you need it to be crystal clear. So why, then, does so much of this essential content feel like an afterthought? \n)/script>script>self.__next_f.push(1,a:\$\,\$L13\,null,{},\$\,\$L14\,null,{},\$\,\$L15\,null,{},\$\,\$L16\,null,{\name\:\Fearless Solutions\,\desc\:\Systone is supporting three Agile development teams including DevOps and O\u0026M work. They quickly assimilated into the teams, providing immediate value along with new energy and passion. Systone resources have provided leadership, management and provided Scaled Agile Framework expertise to the teams and have been especially helpful in facilitation of the teams during Program Increment Planning. Overall, Systone has been easy to work with and trustworthy in their delivery.\},\$\,\$L17\,null,{},\$\,\$L18\,null,{},\$\,\$L19\,null,{},\$\,\$L16\,null,{\name\:\Cloud Design Lead\,\desc\:\Systone has been very impactful on the CDC Digital Gateway team. Their skills are truly vast and cross functional, and their attitude and mindset have driven the design work forward at an amazing pace. Im so grateful for the work!\,\place\:\Center for Disease Prevention \u0026 Control (CDC)\},\$\,\$L1a\,null,{\blogs\:{\id\:\662D6n8naZ6pLzmtx6dbRf\,\title\:\If Its Worth Transferring, Its Worth Transferring Well -- Paul Kiat\,\excerpt\:\Modernizing Medicare isn’t hard because of code—it’s hard because context gets lost. When decisions live in Slack or memory, teams re-learn work they already did. Put the story next to the code, and knowledge compounds instead of resetting.\,\slug\:\if-its-worth-transferring-its-worth-transferring-well-paul-kiat\,\body\:{\nodeType\:\document\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\We are part of a team that is working on a large government effort to modernize the Medicare payment system. With this undertaking, it brings a particular kind of complexity—one that’s structural, not accidental. Rules, pricing logic, eligibility requirements, and policy interpretations are tightly interwoven, so even small changes to enhance its modernization can ripple outward in unexpected ways. Progress depends not just on code, but on shared understanding: why a rule exists, who signed off on it, and what downstream systems quietly rely on it. Every ticket carries an invisible payload: context. Who owns the validation? Which edge case broke last sprint? What constraint are we honoring that isn’t written anywhere?\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Here’s what bothered me: I’d already learned it. Then three weeks later, I was re-deriving it. Slack archaeology. PR spelunking. Re-asking the same questions. Not because the work was new—but because the context didn’t travel.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\So we changed the medium.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\We shifted to using the \,\marks\:,\data\:{}},{\nodeType\:\hyperlink\,\data\:{\uri\:\https://imdone.io/\},\content\:{\nodeType\:\text\,\value\:\imdone ecosystem\,\marks\:{\type\:\underline\},\data\:{}}},{\nodeType\:\text\,\value\:\ so the ticket itself could tell the story. Each issue lives as repo-native markdown, right alongside the code it relates to, and syncs cleanly with Jira. Instead of abstract tasks floating elsewhere, the context stays close: the constraints, the decisions, the why behind the work. You write it locally, where you’re already thinking, and it flows back automatically. One story, grounded in the code, visible in two places.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The day got quieter. Context switches cost less. Fewer “which ticket is this?” moments. Fewer parallel scavenger hunts. Decisions stopped evaporating because they were captured at the moment they became true. Reviews got cleaner because intent wasn’t inferred—it was attached. AI fits naturally into this. Models don’t remember last week, files do. When the issue file is the shared medium, new sessions inherit continuity without someone narrating history. That’s what makes quality ensemble work possible.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Adaptive Ensembling isn’t heroics. It’s shared cognition: multiple people (and tools) solving the same problem from the same ground truth. Same file, same constraints, same decision history. No “I thought we decided…”. No re-explaining last week.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Team effectiveness isn’t individual output. It’s whether knowledge compounds.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The Problem\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Todays learnings are tomorrows transfer. Thats the design constraint—not an afterthought.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Every team has the same failure mode: knowledge lives in Slack scrollback, tribal memory, or \\\someone should write this down.\\\ When you context-switch between tickets, you re-learn what you already knew. The problem isnt documentation, the problem is retrieval.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\The Hypothesis\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\If we capture team learnings in a \,\marks\:,\data\:{}},{\nodeType\:\hyperlink\,\data\:{\uri\:\https://flexion.us/blog/unified-context-for-adaptive-teams/\},\content\:{\nodeType\:\text\,\value\:\Unified Context\,\marks\:{\type\:\underline\},\data\:{}}},{\nodeType\:\text\,\value\:\ and provide an adaptive learning environment with small, targeted Knowledge Checks, then transfer improves: fewer repeated questions, better execution quality, less context lost between sessions.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\This is a memory problem disguised as a process problem—for both humans and AI.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\For the human brain: \,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\We store by similarity, but we retrieve by difference. Your brain files new information into a network of related stuff. When you try to recall it, your brain doesnt search by \\\same\\\—it searches by what makes this thing *unique*.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\For the AI model:\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\ Context is everything. A model with a focused, relevant context window produces better output than one drowning in tangential information. The same principle applies: what makes *this* task different from a generic request?\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\That uniqueness is the lever—for both.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\ The Experiment: /imdone\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\We built a Claude Code slash command — a prompt-chaining workflow that serves as an interface for ticket-locked delivery, where the story file becomes the shared context for both the ensemble and the model.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Simple in concept. Strict in execution.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Core Mechanics\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Unified Context\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: The story youre working on is the \\\single room\\\ everything happens inside. After you pull a ticket, that issue file is your only workspace. Not the whole backlog. Not adjacent tickets. Just this one.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Knowledge Check\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: The tool asks questions pulled from that same unified context. Not generic questions—questions from *this* tickets acceptance criteria.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\nThe question types surface different retrieval patterns:\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\,\marks\:,\data\:{}}},{\nodeType\:\heading-4\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Knowledge Check Question Types\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\PREDICT: “What happens when edge case?”\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\EDGE: “What’s the boundary condition?”\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\LOCATE: “Where does this logic live?”\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\SEQUENCE: “What runs before this step?”\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Dual Feedback Loop\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Both sides learn:\,\marks\:,\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Human:\,\marks\:{\type\:\italic\},\data\:{}},{\nodeType\:\text\,\value\:\ you answer → you reconstruct the mental model (retrieval practice).\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\AI:\,\marks\:{\type\:\italic\},\data\:{}},{\nodeType\:\text\,\value\:\ it sees your answers → it adapts to your session’s context.\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Critical Attributes\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The questions force the key move: naming what makes this ticket different from the others. That’s the retrieval cue.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\The Mental Model\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Most “knowledge transfer” is a library dump: “read the docs, ask questions.”\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\But a library dump doesn’t teach you what to look for.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\This hands you a map and points to landmarks. The human learns what they don’t know. The AI learns what matters for \,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\this\,\marks\:{\type\:\italic\},\data\:{}},{\nodeType\:\text\,\value\:\ task.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The Living Document\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The issue file grows as you work.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Reflections after reflect. Approach decisions after options. Test intent before red. Discoveries after green. By the end, the file contains the whole story — not just what shipped, but why it shipped that way.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\For humans:\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\ you return after a week, skim, and you’re back in context.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\For AI:\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\ new session starts, it reads the same file, and the background is already there.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The file pre-loads context for both. One artifact, two readers, same understanding.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\Working Memory Guard\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\We avoid context overload.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Humans: \,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\working memory is limited.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\AI: \,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\context windows are limited.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\So the system loads only what’s needed for the phase:\,\marks\:,\data\:{}}},{\nodeType\:\heading-3\,\data\:{},\content\:{\nodeType\:\text\,\value\:\What Loads Per Phase\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Pull:\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\ Project context only\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Reflect\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Just the issue file\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Plan\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Agent + Context files\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Options\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Context + patterns\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Red\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Testing guide + patterns\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Green\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Context + patterns\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Verify\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\: Just the issue file\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Not everything. Just enough.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\The Structure\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\This wasn’t built in a vacuum. It’s infused with:\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Reflect + TDD workflow\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Operational, not inspirational. Every step produces an artifact.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\pull → reflect → plan → options → red → green → verify → done\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\Ensemble learnings\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Real teams ship through shared cognition, not heroics. The trust model is explicit:\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\What AI Does vs What Humans Do\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\AI is good at:\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Generate options\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Write first draft\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Spot patterns\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Remember syntax\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Provide commands\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Humans are responsible for:\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Choose direction\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Validate accuracy\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Apply judgment\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Know the business\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Run verification\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Own the outcome.\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\AI proposes. Human disposes. The file remembers.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\The Decision\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\We’re testing /imdone as onboarding: a Claude Code slash command that turns each ticket into a prompt-chained, repo-native learning loop for engineers.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Not as a \\\cool AI feature.\\\ As an operational training loop.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The goal isnt \\\use AI more.\\\ Its create a transfer ecosystem**.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\Early Observations\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Were still collecting feedback from beta testers, but a few patterns are emerging.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}},{\nodeType\:\text\,\value\:\Better prompting through constraints:\,\marks\:{\type\:\bold\},\data\:{}},{\nodeType\:\text\,\value\:\ The tool doesnt just answer; it coaches how to ask. Four capabilities keep surfacing:\,\marks\:,\data\:{}}},{\nodeType\:\heading-3\,\data\:{},\content\:{\nodeType\:\text\,\value\:\“Own the Outcome” Capabilities\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Delegation (options)\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Now transferable: When to look up vs. figure out\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Already in you: Any tool, any prompt\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Description (red)\,\marks\:,\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Now transferable: Naming with clarity\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Already in you: Requirements, Slack\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Discernment (green)\,\marks\:,\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Now transferable: Reading your own work tomorrow\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Already in you: AI output, any doc\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Diligence (verify)\,\marks\:,\data\:{}}},{\nodeType\:\unordered-list\,\data\:{},\content\:{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Now transferable: The pause before you push\,\marks\:,\data\:{}}}},{\nodeType\:\list-item\,\data\:{},\content\:{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Already in you: Deploys, approvals\,\marks\:,\data\:{}}}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Reusable context — today becomes tomorrow’s starting point.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Fewer false starts — when critical attributes are explicit, direction gets cleaner.\,\marks\:,\data\:{}}},{\nodeType\:\heading-2\,\data\:{},\content\:{\nodeType\:\text\,\value\:\The Philosophy\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\“The why travels with the how.”\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Tests, commits, and decisions embed intent directly in the artifact. Reviewers see rationale next to diffs. Teammates inherit clarity. The next AI session starts with the context that matters.\,\marks\:,\data\:{}}},{\nodeType\:\heading-2\,\data\:{},\content\:{\nodeType\:\text\,\value\:\That’s Transfer\,\marks\:{\type\:\bold\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Today’s learnings are tomorrow’s transfer — so capture them like you plan to rely on them.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\If it’s worth transferring, it’s worth transferring well.\,\marks\:,\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\,\marks\:,\data\:{}}},{\nodeType\:\hr\,\data\:{},\content\:},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\Paul Kiat is a Full Stack Software Engineer at Systone, supporting large-scale modernization efforts. His work focuses on building evolvable, human-centered systems that improve decision-making and maintain long-term clarity as complexity grows. As a dad, he brings an added appreciation for solutions that are practical, dependable, and easy to use.\,\marks\:{\type\:\italic\},\data\:{}}},{\nodeType\:\paragraph\,\data\:{},\content\:{\nodeType\:\text\,\value\:\\\n\,\marks\:,\data\:{}}}},\category\:\Insights\,\date\:\Mon Feb 09 2026\,\coverImage\:\https://images.ctfassets.net/wvk1j401q25k/5j1lcZb8a7vgekKG2SbdXv/a09e479572d4d9c64e285c1287fa2dd2/Where_knowlege_sticks__10_.png\,\imageDetails\:{\width\:2676,\height\:1788}},{\id\:\3FRzPDD8HUwNVg3oHSYsSf\,\title\:\The AI Ground Game; How real progress happens in government systems - Tobi Afolayan\,\excerpt\:\The real challenge of AI in government isn’t the models—it’s building secure, compliant systems that actually work in production.\,\slug\:\the-ai-ground-game-how-real-progress-happens-in-government-systems-tobi\,\body\:{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\A year into modernizing a large system under the Health and Human Services, Ive had a front-row seat to one of the most fascinating conversations in GovTech: how do we responsibly integrate AI into systems that serve millions of Americans?\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Ill be honest—when I joined this effort, I expected the AI conversation to be all about cutting-edge models and rapid prototyping. But Ive discovered something more nuanced—the real challenge isnt the technology itself, but how we build the foundation for AI to actually serve the public good.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\The Reality Check\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Working on enterprise system modernization means dealing with decades of legacy Java systems, strict FedRAMP compliance, and stakeholders whove seen plenty of \\\transformative\\\ tech promises come and go. Every day, Im deep in Spring Boot migrations, OAuth flows, and containerization strategies. But our architecture discussions increasingly circle back to a critical question: how do we build systems today that can responsibly leverage AI tomorrow?\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\I got a front-row seat to this challenge when an executive order required us to scan thousands of grant documents for specific language. Without a reliable way to extract and tag those phrases, analysts were manually hunting through hundreds of pages, risking missed insights and compliance errors. What followed wasn’t a triumphant AI implementation story—it was weeks of methodical technical investigation into OAuth scopes, file-ingestion patterns, API rate limits, and schema mappings to ensure that our chosen AI service could securely and accurately process each grant without exposing sensitive data.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\I found myself provisioning S3 buckets, debugging OAuth scope permissions, testing file upload patterns, and documenting every finding. Should we push documents via API or let the AI platform pull from our bucket? How do we map scan results back to specific grant records? What happens when a webhook fails—do we have a polling fallback? These arent the questions that make it into AI conference keynotes, but theyre exactly what determines whether AI actually works in production.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\There is a gap between AIs promises and the unglamorous groundwork required. While tech conferences showcase demos that scan documents in seconds, Im spending days just figuring out if our authentication tokens have the right scopes. Were not asking \\\what can AI do?\\\—were asking \\\how do we make AI work within FISMA constraints, with audit trails, in a system that serves millions?\\\\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Building Bridges, Not Walls\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\I’ve learned a vital lesson: technology succeeds when it enhances human collaboration rather than replacing it. Too often, solutions chase end-to-end automation—only to stumble when real users find the output inscrutable. The best tools empower experts to work faster and more accurately, adapting to human workflows instead of forcing humans to adapt.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\The most promising AI applications aren’t the ones chasing full automation. For example, imagine an AI tool that scans lengthy grant guidelines to pull out key deadlines and required signatures, then highlights those snippets for the grant reviewer. Rather than sifting through 50 pages, the analyst sees exactly where to focus, confirming accuracy and context in seconds. This kind of augmentation can cut review time in half and let experts spend more effort on strategic decisions—showing how small, human-centered AI features can deliver outsized value.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\The Security-First Reality\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\In my world of backend engineering, every integration starts with security. When AI features come up, the conversation immediately turns to fundamentals: How will we authenticate requests? Where will sensitive data reside? Who can access which resources? What audit trails do we need? And what formal agreements (ISA, MOU, etc.) must we put in place before data crosses organizational boundaries?”\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Those questions might sound restrictive, but I’ve come to view them as empowering. By baking security into our architecture from the start—establishing clear authentication flows, enforcing data governance policies, and maintaining comprehensive logs—we create the trust and resilience that responsible AI depends on. It’s not glamorous work, but it’s absolutely essential.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Start Small, Think Big\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Something Ive learned from engineering is that successful transformations start with small, tangible wins. In the context of AI for government, this might mean:\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Start with internal tools that help staff, not public-facing systems\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\list-item\},{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Focusing on augmentation rather than automation\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\list-item\},{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Choosing use cases with clear metrics and low risk\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\list-item\},{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Building feedback loops with actual users from day one\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\list-item\},\nodeType\:\unordered-list\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\The technical spike I mentioned? It revealed something important: even a \\\simple\\\ AI integration requires answering dozens of questions. Webhook or polling? Synchronous or asynchronous? How do we handle versioning when documents get updated? Where exactly in the workflow do we surface AI results to reviewers?\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Each question leads to more investigation, more documentation, more alignment meetings. But thats not failure—thats what responsible innovation looks like. Were not racing to deploy, were building understanding.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\The key is resisting the urge to overpromise. Every hackathon produces an AI demo that can summarize documents or answer questions. The hard part is making it work reliably, securely, and equitably at scale. Its turning that demo into something that a regional grant reviewer can actually trust and use every day.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\The Path Forward\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\As I continue working on enterprise system modernization, Im excited about whats possible to do in some distant future—but in the careful, incremental progress we can make today. Every microservice we modernize, every API we secure, every data pipeline we optimize is laying groundwork for responsible AI adoption.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Sometimes that groundwork looks like a technical spike document filled with questions about webhook endpoints and OAuth scopes. Sometimes its a meeting where we realize the \\\simple\\\ AI integration actually requires coordinating across three teams and two agencies. Sometimes its discovering that before we can use AI to help review grants, we need to solve basic problems like \\\how do we reliably map a document back to its grant record?\\\\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\This is the work that doesnt make headlines but makes transformation possible. Its the difference between a proof-of-concept and a system that serves real people with real needs.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\The public sector doesnt need AI evangelists; it needs builders who understand that transformation happens one secure API call at a time. It needs teams who can balance innovation with compliance, excitement with skepticism, and possibilities with current realities.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\For those of us in the trenches of GovTech modernization, the AI opportunity isnt about riding the hype wave. Its about doing the patient work of building systems that are secure, scalable, and truly serve the people who depend on them. Thats not always glamorous, but from where I sit—debugging Spring Boot services and designing OAuth flows—its some of the most important work we can do.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:,\nodeType\:\hr\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\italic\},\value\:\Tobi Afolayan is a Backend Systems Engineer at Systone, currently working on enterprise system modernization initiatives. He brings perspectives from his work at Microsoft and his passion for building technology that enhances rather than replaces human capability.\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\document\},\category\:\Insights\,\date\:\Wed Sep 24 2025\,\coverImage\:\https://images.ctfassets.net/wvk1j401q25k/74wCQHw5FvayiZk7jBh3qG/0acf205556f1e806b2fef7b126ae77a7/The_AI_Ground_Game__How_real_progress_happens_in_government_systems_-_Tobi__1_.png\,\imageDetails\:{\width\:2676,\height\:1788}},{\id\:\19rfOOzbY3HcnywvpVXJwl\,\title\:\A Digital Pledge of Allegiance: Making Government Websites Clear, Accessible, and Trustworthy. - Alex Ferri\,\excerpt\:\Government websites shouldn’t feel outdated. They’re lifelines for real people making real decisions. With clear content, smart design, and user-first thinking, these sites can build trust and empower—not just inform.\,\slug\:\a-digital-pledge-of-allegiance-making-government-websites-clear-accessible\,\body\:{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\We’ve come to expect everything at our fingertips, so it’s crazy to think about the sheer number of government websites that still feel stuck in the early 2000s. Sites like these are the digital equivalent of your grandma’s flip phone—functional, but not exactly inspiring. But here’s the thing: government websites should be so much more than that. They have to be. These sites are not just about checking a box—they’re the places where people (the population, to be more accurate) access essential services, make life-changing decisions, navigate a crisis, or even plan a vacation. Most miss the mark. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\There’s an established idea that government websites are these “info-dump” type sites—a whole lot of information with no guidance or clear journey to help navigate you through the site. When they try to engage with their local DMV or navigate a benefits portal, it’s like trying to learn Latin when you only know how to speak 21st century English. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\$1b\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\For the People \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Let’s be real—sometimes government websites can feel like they were designed by someone who’s never had to use one. But these sites aren’t just digital forms—they’re resources people turn to when they’re making major life decisions or trying to stay informed. Whether it’s applying for benefits, paying taxes, or figuring out Social Security, these sites are often the first point of contact. So why do so many still feel like they’re speaking a different language? Simple: they don’t really understand their audiences. A 65-year-old applying for Social Security navigates differently than a millennial seeking student loan forgiveness. Someone in a mental health crisis doesn’t need dense pages—they need quick, calming direction. These nuances matter—technical and emotional—especially when trust and credibility are on the line. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\We’ve all used WebM.D. in a panic, double-checking whether that post-flu-shot reaction warrants urgent care. But why aren’t we looking to the CDC or HHS for that same guidance? When a site feels confusing or unreliable, people question whether it’s worth using at all. At best, they leave frustrated. At worst, they turn to less accurate (and potentially risky) alternatives that are easier to understand. Trust is everything. Citizens share their most sensitive information—health, finances, identity—with these websites. If the digital experience feels like a hot mess, users won’t just question the site—they’ll question the agency. But when the experience is easy to navigate, clear, and empathetic, it builds trust. This goes beyond functionality; it’s about creating an experience that feels human, secure, and helpful. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Trust isn’t built on promises—it’s built through clarity, simplicity, and a deep understanding of what the user is going through. When government websites get that right, they don’t just serve—they empower. \\n\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\A More Perfect Union \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\I’ve worked with enough government agencies and higher education institutions (don’t forget, parts of education are part of the government, too!) to know that just throwing text on a page doesn’t cut it. People need clarity, actionability, and confidence when they’re engaging with government sites. Information can’t just be static—it has to help people take the next (and best for them) step without confusion or frustration. While government websites have come a long way from their early days, they still have a huge opportunity to grow—and frankly, play catch-up—in how they serve and engage users. The goal isn’t just to inform, it’s to genuinely help. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Content strategy, UX, and UI each bring a unique influence to the digital experience. When they work together, they create something more than the sum of their parts—a seamless experience that makes citizens feel respected, understood, and supported. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Content strategy is the foundation of any great government site because people need clear, usable information—especially when it affects their health or finances. It’s not just about organizing text; it’s about crafting relevant, real-life guidance that citizens can act on with confidence. A good strategy asks: who’s on the other side of the screen? Are they applying for emergency relief? Do they need a simple guide to renew a license? The goal is breaking down complex topics into clear, actionable steps. When content strategy is on point, it builds trust between the agency and the citizen. \\n\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Then there’s user experience—the way a site “feels” as someone moves through it. UX is about making the experience smooth and intuitive, reducing friction and meeting people where they are. UX designers map real user journeys and look at things like load times, navigation, and accessibility. Is it easy to complete critical tasks? Are the steps logical or do users have to backtrack? Someone applying for unemployment doesn’t want to dig through a maze of links. Good UX anticipates those needs and minimizes frustration. Great UX builds empathy into the design to make a site feel welcoming, not overwhelming. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Finally, theres the user interface, the design layer that ties it all together. UI is how content and UX show up visually—it’s the layout, buttons, font choices, and color schemes that make a site feel approachable. Great UI doesn’t just look good; it helps people know exactly how to use the site right away. For government websites, this matters because users range from tech-savvy to tech-cautious. A good UI makes it easy for a senior to apply for benefits and for a younger user to find their student loan info fast. Design should be serious about government work but still feel friendly and accessible—an inviting face that builds trust. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\When content strategy, UX, and UI work in harmony, government websites go from confusing portals to trusted, empowering tools. Content brings clarity. UX creates flow. UI makes it feel intuitive. The result? A website that doesn’t just deliver services—but strengthens the connection between citizens and their government, one click at a time. \\n\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Lighting the Way \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Let’s talk about SEO for government websites—because, spoiler alert, SEO isn’t just for e-commerce or blogs. You might be thinking, “Government websites aren’t selling products, so why does search engine optimization matter?” But here’s the thing—they are selling something. They’re selling trust, accessibility, and efficiency. If people can’t find the resources they need—whether it’s healthcare info, tax filing instructions, or steps to apply for benefits—the site isn’t doing its job. And how do people search for those resources? Google (and yes, the others too). \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Here’s what doesn’t get talked about enough: SEO is a window into how your site is really performing. Looking at the keywords people use to land on your pages shows you what’s working. Maybe your guide to renewing a license is a top performer. Great! Use that model to boost pages that aren’t pulling their weight. SEO doesn’t just help people find your site—it shows you where it’s falling short and where users still have unmet needs. When you pair that data with a content strategy to fill the gaps, you’re not just optimizing for Google—you’re optimizing for your actual audience. And that’s how you build trust that lasts. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\A New Pledge \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Government websites are more than lists of links, forms, and policies. For many people, they’re lifelines—places you go when you need help, services, or answers. From filing taxes to applying for unemployment, these sites are often the first step in navigating life’s hardest moments. But too many still feel clunky, outdated, or just plain hard to use. And that’s a real problem. Government websites shouldn’t just function—they should serve. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\\\nWe need to talk more about the balance between public service and a marketing-minded approach. Not because government sites should be flashy or salesy, but because they need to connect. They need to speak to users like real people. Who’s visiting your site? What are they trying to do? Where are they getting stuck? It’s not rocket science—but it does take intentionality. The best government websites are clear, intuitive, and actionable. They help people get things done—whether it’s renewing a license or finding park hours—with ease and confidence.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ At their core, government websites shouldn’t just inform—they should genuinely help. They should feel accessible, trustworthy, and built for real life. That takes smart content strategy, strong SEO, and a user-centered design approach that’s agile and empathetic. When done right, these platforms become more than digital infrastructure—they become essential tools that connect people to the services they need, while building lasting trust. That’s what modern public service looks like. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\And if we get it right? We’re not just building better websites—we’re building a better experience for the people who rely on them most.\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\document\},\category\:\Insights\,\date\:\Wed Jun 11 2025\,\coverImage\:\https://images.ctfassets.net/wvk1j401q25k/6pc84P2YbloraK7s23Fzod/aeb8766668c059ee042670f1ab21e726/26461__1_.png\,\imageDetails\:{\width\:2676,\height\:1788}},{\id\:\AhMiTM57T9VU351hg2nta\,\title\:\5 Benefits of DevOps In Agile Development by Chatty Garrate\,\excerpt\:\Todays successful tech organizations rely heavily on Agile and DevOps practices. The value that this hybrid approach brings is often overlooked.\,\slug\:\5-benefits-of-devops-in-agile-development-by-chatty-garrate\,\body\:{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Todays successful tech organizations rely heavily on Agile and DevOps practices. The value that this hybrid approach is often overlooked. But early adopters of these methodologies are leading and disrupting their respective industries. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Uber, for example, has become the most prominent transportation system without actually owning any vehicles. Netflix, on the other hand, has overthrown its huge competitors in the movie rental sector without having physical locations. More and more companies embrace the changes and benefits of using Agile and DevOps in their development process. This article explains why DevOps is a perfect fit in Agile development. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\What are DevOps and Agile Development? \,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\DevOps is a practice that combines software development (Dev) and IT operations (Ops). It aims to increase the companys ability to deliver services quickly. The way to do this is to promote clear lines of communication and collaboration. Improved relationships between the development and operations team are one of the\,\nodeType\:\text\},{\data\:{\uri\:\https://andela.com/devops-engineers/\},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},{\data\:{},\marks\:{\type\:\underline\},\value\:\advantages of implementing a DevOps team\,\nodeType\:\text\},\nodeType\:\hyperlink\},{\data\:{},\marks\:,\value\:\.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Meanwhile, Agile is a mindset informed by the Agile Manifestos values and principles. In a nutshell, Agile prioritizes individuals and interactions, working software, customer collaboration, and responsiveness to change. These guiding values aim to deliver work and progress in small but consumable increments. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ Benefits of DevOps in Agile development\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Lets take a closer look at the main advantages of adopting DevOps in Agile development.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\1. Focusing on user’s needs\,\nodeType\:\text\},\nodeType\:\heading-3\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Agile development enhances the value of products and services by concentrating on the genuine demands of customers. To capture genuine market needs, it uses increased communication and engagement with customers and their representatives. Agile requests feedback to get the product right. With DevOps continuously integrating the build and test system, we can keep customers needs in mind across both the developmental and operational departments. Many release-time issues caused by the incongruent visions of the development department and operations department will be resolved. Furthermore, having the softwares functionality validated by the operations department will lead to fewer last-minute glitches and more value to users. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\2. Creating continuous value\,\nodeType\:\text\},\nodeType\:\heading-3\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Agile ensures that the companys software can be delivered on a regular basis, with the software being tweaked and developed in response to user behavior. We get fewer outbound releases due to the protracted process of having these patches or updates tested in multiple environments. DevOps is able to solve this issue by\,\nodeType\:\text\},{\data\:{\uri\:\https://systoneit.com/blog/product-management-roadmap\},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},{\data\:{},\marks\:{\type\:\underline\},\value\:\creating product maps\,\nodeType\:\text\},\nodeType\:\hyperlink\},{\data\:{},\marks\:,\value\:\ and pipelines that help set up enough checks, tests, and automated integrations each time there is a new build There are also some feedback loops set up for monitoring activities by some of the most well-known companies Due to speedy deployment and automated updates, DevOps gets a lot more done at the conclusion of each build.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\3. Increasing productivity\,\nodeType\:\text\},\nodeType\:\heading-3\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\In a typical IT setting, there is a lot of waste since workers are either waiting for other people or machines, or they are stuck tackling the same problems over and over again. Workers want to be productive, and wasting time is a source of dissatisfaction and frustration. With the help of automated deployments and standardized production environments, DevOps critical aspects in IT operations make deployments predictable and release people from routine, repetitive tasks to do more high-value jobs. The company is able to get rid of the unsatisfying parts of workers’ jobs with automation and this ultimately adds value to the organization. Everyone is motivated and more productive due to having more tasks accomplished. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\ \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\4. Enhancing testing and analysis\,\nodeType\:\text\},\nodeType\:\heading-3\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Quality analysis (QA) is an essential part of the development lifecycle. QA is another vital factor when combining Agile and DevOps. In this case, testing is critical in bringing the two techniques together. Despite the fact that functional testing is done in Agile, DevOps requires software to be tested for performance and load to ensure that it is of high quality. Testing requirements and documentation processes of DevOps would improve the quality of products and services in every phase. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\5. Improving collaboration\,\nodeType\:\text\},\nodeType\:\heading-3\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\DevOps talks about setting up a culture of inclusion. This is accomplished by involving the software teams operations and IT specialists in order to emphasize the users demands from an operational aspect right from the start. In a way, the Business Analyst, the Developer, the Tester, and the Operations guy work on every user story or feature. They’ll be able to discuss the needs from a system point of view, the resources needed, environments to be set up, the list of dependencies to be maintained, and so on. The goal is to look at all parts of the software development process and not leave any team out.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Conclusion\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\The combination of DevOps and Agile leads to the development of better software that reaches the end customers quickly. DevOps complements Agile in focusing on user needs, creating continuous value, increasing productivity, enhancing testing and analysis, and improving collaboration. \,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Written by Chatty Garrate\\n\\n\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\document\},\category\:\Insights\,\date\:\Fri Feb 11 2022\,\coverImage\:\https://images.ctfassets.net/wvk1j401q25k/rb9B4hGW9OWPfBpViNliD/1b9c552b5c2eeb96cc7599076700909a/13429_ILL_DevOpsLoop.png\,\imageDetails\:{\width\:800,\height\:450}},{\id\:\4v4KIbne8UbHRCau5uZBGy\,\title\:\PRODUCT MANAGEMENT ROADMAP\,\excerpt\:\A product roadmap is a shared source of truth that outlines the vision, direction, priorities, and progress of a product over time. It’s a plan of action that aligns the organization around short- and long-term goals for the product or project, \,\slug\:\product-management-roadmap\,\body\:{\data\:{},\content\:{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Summary:\,\nodeType\:\text\},{\data\:{},\marks\:,\value\:\ A product roadmap is a plan of action for how a product or solution will evolve over time. When used in agile development, a roadmap provides crucial context for the teams everyday work and should be responsive to shifts in the competitive landscape.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\A product roadmap is essential to communicating how short-term efforts match long-term business goals. Understanding the role of a roadmap—and how to create a great one—is key for keeping everyone on your team headed in the same direction.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\What is a product roadmap?\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\A product roadmap is a shared source of truth that outlines the vision, direction, priorities, and progress of a product over time. It’s a plan of action that aligns the organization around short- and long-term goals for the product or project, and how they will be achieved.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\While its common for the roadmap to show what you’re building, it’s just as important to show why. Items on the roadmap should be clearly linked to your product strategy, and your roadmap should be responsive to changes in customer feedback and the competitive landscape.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Product owners use roadmaps to collaborate with their teams and build consensus on how a product will grow and shift over time. Agile teams turn to the roadmap to keep everyone on the same page and gain context for their everyday work and future direction.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Who are roadmaps for?\,\nodeType\:\text\},\nodeType\:\heading-2\},{\data\:{},\content\:{\data\:{},\marks\:,\value\:\Roadmaps come in several different forms and serve a variety of audiences:\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Internal roadmap for development team: \,\nodeType\:\text\},{\data\:{},\marks\:,\value\:\These roadmaps can be created in several ways, depending on how your team likes to work. Some common versions include the detail about the prioritised customer value to be delivered, target release dates and milestones. Since many development teams use agile methodologies, these roadmaps are often organized by sprints and show specific pieces of work and problem areas plotted on a timeline.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Internal roadmap for executives: \,\nodeType\:\text\},{\data\:{},\marks\:,\value\:\These roadmaps emphasize how teams work supports high-level company goals and metrics. They are often organized by month or by quarter to show progress over time towards these goals, and generally include less detail about detailed development stories and tasks.\\n\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\Internal roadmap for sales: \,\nodeType\:\text\},{\data\:{},\marks\:,\value\:\These roadmaps focus on new features and customer benefits in order to support sales conversations. An important note: avoid including hard dates in sales roadmaps to avoid tying internal teams to potentially unrealistic dates.\,\nodeType\:\text\},\nodeType\:\paragraph\},{\data\:{},\content\:{\data\:{},\marks\:{\type\:\bold\},\value\:\External roadmap: \,\nodeType\:\text\},{\data\:{},\marks\:,\value\:\These roadmaps should excite customers about what’s coming next. Make sure they are visually appealing and easy to read. They should provide a high-level, generalized view of new features and prioritised concern areas to get customers interested in the future direction of the product.\,\nodeType\:\text\},\nodeType\:\paragraph\},\nodeType\:\document\},\category\:\Insights\,\date\:\Wed Nov 10 2021\,\coverImage\:\https://images.ctfassets.net/wvk1j401q25k/1VsYfdYZWbM8Sd1DYfjQve/edde4baebb98712c26908035243f39e8/Product_Management_Roadmap.png\,\imageDetails\:{\width\:2676,\height\:1788}}}\n)/script>/body>/html>
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