I’m guessing you have your 2019 plan locked and loaded, but if you’re a reader of my book Driving Digital, my articles (here and on InfoWorld and CIO) and the monthly Driving Digital Newsletter, you’ll know that roadmaps need ongoing refinement.

So with that, allow me to suggest some new year’s resolutions that you might want to bake into your 2019 plans.

1. Develop relationships, then drive change

2. Ensure 30% of the agile backlog is addressing technical debt

This is one of my hallmark benchmarks for healthy agile planning and one of the key things CIO should do to evade bad application architectures. You can’t just invest in the new shiny objects (ie, AI, blockchain, IoT and other emerging tech) without chipping away at the costs and complexity entangled in your legacy environments. In addition to addressing technical debt, ask yourself whether you are investing in too much proprietary code that is expensive to develop and maintain and whether low-code platforms can address some of your application development needs.

3. Automate QA and security testing in CI/CD pipelines

This drives me crazy: IT leaders and developers that want to repave the roads and enable their applications to reach production at 90mph without considering quality and safety checks on the road and in their vehicles. Really? You think that’s going to work long term and is the healthiest plan for your business, customers, and end users?

Please don’t write another line of code without reading this, then consider my 5 recommendations on developing CI/CD pipelines, and then please read more on aligning agile and devops with test automation. If you are just getting started, then have a read of five ways to justify your devops investment.

4. Roadmap a proactive data governance program

With the initial GDPR compliance behind us, I hope more organizations will take proactive steps and invest in data governance programs. Yes, you cannot afford to lag in your industry with data, analytics, and AI, and maybe you are already becoming a real time enterprise, but most experts agree that investing in data quality, cataloging, and access policies is a critically important step.

5. Learn outside-in and get out of the office

There’s only so much you and your team can learn within your office. Earlier this year, I blogged 10 reasons to attend technology conferences and shared twelve things I learned after publishing Driving Digital – all coming from speaking and attending conferences. Even if you can’t get out of the office as much as you’d like, there are ways to learn outside-in by participating in twitter chats such as #IdgTechTalk 12pm ET on Thursdays and #CIOChat at 2pm ET also on Thursdays.

2019. It’s going to be an interesting year!