Program with AI? Let’s get some more eyes on that.
With the increased integration of artificial intelligence in the development of code, there is a corresponding increase in technical debt. We work directly with developers within organizations to assess technical debt and to advise on best practices in AI-augmented programming.
Our expertise has been forged building software products for the most demanding customers in R&D, defense training, healthcare, and education. Take advantage of what we’ve learned.
It isn’t until you are well into an AI-assisted project that you realize how much technical debt the AI has created.
And because technical debt is a risk both to the cost and long-term sustainability of a software project, it’s not something that you can ignore.
Our team helps you to de-risk.
Who we help
Small and Medium Sized Businesses
Maybe you have a small internal dev team. Or perhaps someone in your company used AI to create an app, and it turns out your team loves it but has no idea how to support it.
Startup Companies and R&D Projects
So, you had a great idea. And you vibe coded a prototype. Somewhere along the line, the prototype became “the product”. And now you carry the risk of major technical debt.
Angel Investors, VCs, and Accelerators
You know a great opportunity when you see one. But you’re less savvy when it comes to the technical details. What you need is a trusted partner to take a look under the hood.
You move fast
That’s why you are where you are. But, it’s also why your codebase looks like spaghetti. It’s funny, but you know it’s true.
De-risking matters
There is a reason there are warning lights at the intersection of roads and railroad tracks. Safe is good, actually.
Technical debt kills growth
Like weeds in a garden, technical debt makes a mess of everything around it. Luckily, we’ve got a green thumb.
How we work
1. Intro call. 30 minutes.
2. Choose an offering.
3. Kickoff.
4. Deliverables.
5. Scale up or down.
It’s that easy.
Offerings
Technical Debt Audit (2 weeks)
A fixed-price assessment resulting in a score, risk inventory, recommendation brief, and after-action review. We’ll look at systems and apps produced or materially modified using Cursor, Claude Code, Copilot, and related products.
Debt Reduction Roadmap (4 weeks)
This is a fixed-price deliverable prioritizing what matters to the business from both a cost and a risk perspective.
Quarterly/Annual Debt Monitoring
Quarterly or annual reassessment.
Continuous Improvement
A month-to-month retainer for continued access to our engineering advisory team. Minimum 3 months.
Reach Out
How you know this is for you
you have leveraged AI in the development of your software product(s)
you are committed to building sustainable and operational products
you can make a minimum investment of $10k
you are willing to put in the effort to get things right
Discounts for startups
You’re a Seed Stage startup? Get 50% off all of our services.
Investors: We offer you discounts, as well. Reach out to discuss procuring audit and roadmapping packages for multiple companies across your portfolio.
We’ve got experience
We’ve built and deployed software to gov, industry, and education.
Cliff Casey is CTO of Yet Analytics. He’s responsible for Yet’s software portfolio including Apache 2.0 SQL LRS and Federate xAPI. He has been principal investigator on R&D sponsored by Air Force Research Laboratory and serves as the IEEE LTSC liaison to SISO.
See github.
Milt Reder is VP of Engineering at Yet Analytics where he is a full stack developer responsible for a wide range of enterprise software. He designed the first commercial learning record store to pass the ADL Test Suite and is a contributor to IEEE and I2IDL initiatives.
See github.
Shelly Blake-Plock is a co-founder of Yet Analytics and president of the Institute for Interoperable Data in Learning. He’s a long time officer of the IEEE LTSC and has led a variety of data standards initiatives, including in data architecture, cybersecurity, and AI ethics.
TECHNICAL DEBT ADVISORS
a division of