Software complexity has reached a breaking point

Modern software is too complex for human-scale solutions. You can't see all the dependencies. You can't fix problems fast enough. You can't prevent new ones from accumulating.

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Technical debt compounds faster than you can fix it

Every quick fix and deferred update adds another layer of complexity that slows your entire organization.

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Changes break production

You can't predict what will fail because nobody understands all the hidden dependencies anymore.

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Talent is wasted on maintenance

Your highest-paid talent spends their time investigating problems instead of building solutions.

How CodeLogic works

The platform that maps, fixes, and defends your codebase against tech debt

CodeLogic discovers the connections in your codebase, automatically fixes tech debt using AI that understands your architecture, then continuously prevents new problems through automated maintenance.

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Code safely with Augmented AI

Understands your system before making changes. Safely updates libraries, removes dead code, and consolidates redundant functions because it knows what depends on what.

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Fix with Directed AI

Analyzes system changes to generate and execute fixes automatically. Handles thousands of updates across services while maintaining system integrity through continuous validation.

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Prevent with Automated Maintenance

Continuous monitoring stops new debt from forming. Dependency changes trigger automatic remediation while architectural standards are enforced in your pipeline.

Platform capabilities

Built to handle enterprise complexity at a scale humans can't match.

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It's not a human-scale problem anymore

Your systems have grown beyond what any team can manually maintain. CodeLogic operates at machine scale.

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AI that actually does the work

Our AI writes code, validates changes, and fixes what your engineers don't have time for.

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From ball of mud to clean architecture

Stop the compound interest on tech debt. Your codebase gets systematically better instead of progressively worse. Fire drills become rare events.

Real-world applications

Our platform's comprehensive visibility and automated remediation address your most critical pain points.

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Tech debt remediation

Your AI automatically fixes what's broken. Updates libraries across thousands of services, removes dead code, consolidates redundant functions, all while validating dependencies won't break.

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Dependency mapping and impact analysis

See the classes and connections hidden in your systems. Know exactly what breaks when you change something before you touch it.

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Automated maintenance at scale

Pipeline integration prevents new debt from forming. Dependency changes trigger automatic fixes. Your velocity increases while maintenance burden decreases.

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Legacy system modernization

Finally understand that ball of mud before attempting to fix it. Get a complete knowledge graph showing safe migration paths instead of risky rewrites.

Built for modern software teams

From C-suite to engineering teams, CodeLogic provides the visibility and automation needed to manage complex software effectively.

The platform that understands, prioritizes, and fixes

Where others stop at scanning, we start fixing. CodeLogic maps your entire architecture to understand every dependency, then automatically eliminates what's broken, outdated, or redundant. The heavy lifting happens without you, so your team can finally stop maintaining and start building.

Features CodeLogic SonarSource SourceGraph Cast Software
AI-driven remediation and maintenance
Real-time knowledge graph
Static + runtime code scanning
Full database model analysis
Runtime inspection capabilities
Does the work of multiple engineers—automatically

Based on industry analysis of software development automation platforms, 2025.

Supported Languages

Seamless Integration

Databases

FAQs

Have questions about how CodeLogic works, what it integrates with, or how it fits into your stack? We’ve got answers.

Traditional tools just point out problems. CodeLogic actually fixes them. We don't just analyze—we actively remediate technical debt, automatically update dependencies, and prevent new issues from creeping in. It's the difference between a diagnostic tool and an actual repair system.

A knowledge graph is essentially a complete map of your software architecture—every component, every dependency, every connection. It's like having utility maps before digging up a street. Without it, you're coding blind. With it, you can see exactly what will break before you make a change.

CodeLogic supports all major enterprise languages and frameworks. Our multi-dimensional discovery approach means we can map dependencies regardless of the technology stack. Contact us for specific language support details.