Hire AI-First Engineer
Technical debt is like a financial loan: you take shortcuts now and pay interest later in the form of slower development, more bugs, and harder maintenance. In 2026, AI-generated code has added a new dimension — LLMs can produce working code fast, but without architectural awareness, creating a new type of tech debt.
Common sources: copy-pasted AI-generated code without review, no automated tests, inconsistent patterns across the codebase, outdated dependencies, and hardcoded configurations.
Managing AI-era tech debt: code review for AI-generated code, automated testing as a gate, architectural guidelines the AI must follow, and regular refactoring sprints.
We help companies modernize legacy codebases and manage AI-generated technical debt. Our system modernization service assesses, prioritizes, and systematically reduces tech debt while maintaining velocity.
Our AI-First engineers build production systems using Technical Debt technology. Talk to us.
Tell us about your project and we'll get back to you within 24 hours with a game plan.
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One senior engineer, AI-accelerated — owns architecture, security, and the last 20% AI tools leave broken. No recruitment, no ramp-up.
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"Their engineer built our marketplace MVP in 4 weeks. Saved us $180K vs hiring a full team."
— Marketplace Founder, USA
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