High-friction codebases are the silent killers of engineering roadmaps. While your business demands more features, your team is taxed by systemic complexity and "voodoo code" that no one dares to touch. Tikal’s AI-Powered Tech Debt Resolution is a governed solution that uses AI to refactor, decouple, and evolve core systems, without freezing your delivery pipeline.
This is Tikal’s end-to-end solution for Engineering leaders who need to reclaim engineering capacity. We move beyond manual refactoring by deploying AI-driven agents that map systemic friction and automate code transformation. The journey begins with the Tech Debt Resolution Launchpad, a 6-week foundation phase that uses the agentic-sdlc-spec-kit to architect and execute targeted technology migrations.
The solution is built on the agentic-sdlc-spec-kit CLI, which acts as an architectural extension to guide the migration process. We deploy an AI-orchestrated toolchain including automated refactoring agents and AI-powered static analysis to handle transpilation and logic extraction. Every change is protected by AI-generated test suites that ensure 1:1 logic parity, integrated directly into your existing CI/CD on AWS, GCP, or Azure.
Reclaim 40% of your engineering capacity by turning tech debt into high-velocity leverage.
Eliminate the hidden tech debt that causes sprint overflows and missed deadlines.
Compress multi-year system evolutions into months using automated code-transformation agents.
Modernize core architecture module-by-module while your team continues shipping features.
Use the spec-kit to ensure the new architecture follows strict, version-controlled directives.
Boost talent retention by moving high-performance teams away from high-friction, aging stacks.
Use AI to decode complex logic, ensuring your current team fully owns the new architecture.
The Tech Debt Resolution Launchpad is a focused 6-week process designed to resolve high-priority debt and establish a modern baseline.
We map your codebase to identify velocity killers, high-friction modules, and the areas where tech debt is costing the most. Together we establish baseline metrics for cycle time and define the priority migration targets.
We run hands-on sessions with your engineering team to align on the migration path (Angular to React, monolith to microservices, and more). We implement the agentic-sdlc-spec-kit to define the target architecture and migration rules.
Tikal's squad leads your team through a live sprint, executing the actual technology move. We use AI to automate the bulk of refactoring and test generation while your developers keep delivering the roadmap.
We validate logic parity against the original baseline, measure velocity improvement, and transfer full ownership of the new architecture and patterns to your leads, including a clear roadmap for the next phases.
Once the Launchpad is complete, the squad continues to drive full-scale migration execution — from AngularJS to React, PHP to Node.js, monoliths to microservices, and beyond.
Ready to recover your velocity?
Let's resolve the tech debt that's holding your team back.
