Technical debt resolution that restores velocity without stopping delivery
Technical debt is a tax on every hour your engineering team works — slower feature delivery, longer incident resolution, harder hiring, and riskier enterprise due diligence. Maxiom's tech debt resolution program inventories accumulated debt across architecture, test coverage, dependencies, and AI-assisted code quality gaps, then prioritizes remediation by return on investment. We work alongside your internal team in existing workflows so product delivery continues while the codebase becomes maintainable again.
- 2002
- Founded
- $100M+
- Delivered
- 98%
- Satisfaction
The problem
It accumulates invisibly
Deadline pressure, AI-assisted development without oversight, team turnover, and scope expansion all leave residue in the codebase. None of it shows up as a line item until it does.
The fix-it sprint never happens
Technical debt resolution has been on the roadmap for two years. There is always a higher priority. That is the nature of the problem: it never produces a P0 incident, it just makes everything slightly harder, forever.
A rewrite makes it worse
The instinct to start over is understandable and almost always wrong. A rewrite ships nothing for 12 months and usually recreates the same patterns unless the underlying process changes.
Two-stage engagement
Inventory it first. Then fix it in the right order.
Most teams have a sense of where the debt is but no structured picture of the full scope, the severity distribution, or the highest-return items to address first. We build that picture before touching a line of code.
Stage 1: Debt inventory
Structured codebase review producing a debt map categorized by type, severity, and estimated remediation cost.
Stage 1 output
Prioritized findings ranked by ratio of remediation cost to ongoing impact: the items where a modest investment produces the largest velocity and reliability improvement.
Stage 2: Remediation
Working alongside the internal team, integrating with existing workflow, knowledge transfer throughout.
Stage 2 goal
A codebase the team can maintain and build on independently.
The visible cost
Developer hours on bugs and maintenance, slower feature delivery, longer incident resolution.
The hidden cost
Engineering morale and retention, slower enterprise sales cycles when due diligence surfaces it, harder hiring when engineers do not want to work in a codebase they cannot move in, compounding interest on every new feature built on an unstable foundation.
What improvement looks like: the metrics we track before and after.
- ·Deployment frequency
- ·Mean time to recovery
- ·Test coverage on critical paths
- ·Onboarding time for new engineers
- ·Ratio of feature development to maintenance time
- NDA signed before access
- Read-only repository only
- Senior engineers every time
- Report in 10 business days
Frequently asked questions
What is technical debt resolution?
Technical debt resolution is a structured program to inventory, prioritize, and remediate accumulated engineering debt — shortcuts in architecture, missing tests, outdated dependencies, AI-generated code without oversight — without a full rewrite and without halting product delivery.
How do you prioritize which debt to fix first?
We produce a debt map categorized by type, severity, and estimated remediation cost, then rank items by the ratio of fix effort to ongoing impact. The highest-return items — where modest investment produces the largest velocity and reliability improvement — come first.
What metrics improve after tech debt remediation?
Teams typically track deployment frequency, mean time to recovery, test coverage on critical paths, onboarding time for new engineers, and the ratio of feature development to maintenance time before and after engagement.
Will tech debt work stop our product roadmap?
No. Maxiom remediates debt alongside your team in existing workflows so feature delivery continues. The goal is a codebase the team can maintain independently — not a freeze-the-world rewrite.
What kinds of technical debt does Maxiom inventory?
Architecture shortcuts, missing or weak tests, outdated dependencies, fragile integrations, and quality gaps from AI-assisted development without senior oversight — mapped by severity and remediation cost.
Is tech debt resolution the same as legacy modernization?
No. Tech debt resolution improves a living codebase. Legacy modernization migrates aging platforms (.NET Framework, on-premises, VB6/classic ASP) when the runtime or infrastructure itself must change.
Can AI-generated code create technical debt?
Yes. Unreviewed AI output often leaves security gaps, architectural inconsistency, and weak tests that compound velocity problems. Debt inventory can include AI-assisted code quality gaps alongside traditional debt.
What does Stage 1 of a tech debt engagement produce?
A structured debt map with prioritized findings ranked by remediation cost versus ongoing impact — so you know what to fix first before any remediation sprint begins.
Who should request a tech debt assessment?
Engineering leaders whose teams ship slower every quarter, companies approaching enterprise due diligence, and organizations where onboarding, incidents, and maintenance time keep rising without a clear P0 outage.
Related services