AI can't fix what it can't see

What started as clean patterns is now a web of microservices, monoliths, and everything in between. Documentation is outdated, tribal knowledge left with former developers, and no one has a complete picture of how systems actually connect.

Architectural decay is accelerating

Teams implement their own patterns. Services duplicate functionality. Good patterns decay into anti-patterns. Without visibility, you can't enforce standards or guide decisions.

Dependencies multiply in darkness

Every team adds their own libraries, frameworks, and connections. The actual architecture diverges further from the intended design. You're flying blind.

Modernization requires archaeology

Before you can improve, you need to understand what exists. But discovering the real architecture means months of manual analysis that's outdated before it's complete.

How CodeLogic works

The system of record you've been missing

CodeLogic creates a living knowledge graph of your architecture, then uses AI to automatically fix drift, enforce standards, and modernize systems at scale.

1

Code safely with Augmented AI

Analyzes impact across your architecture before making changes. Writes the remediation code your engineers don't have time for.

2

Fix with Directed AI

Automatically generates and executes fixes across your codebase. Updates libraries, removes obsolete code, patches vulnerabilities at machine speed, not human speed.

3

Prevent with Automated Maintenance

Pipeline integration catches new technical debt before it accumulates. Your codebase gets healthier with each deployment instead of worse.

Architectural control that scales

Transform architecture from a constraint into competitive advantage. Automate governance, maintain alignment, and let your team innovate instead of investigate.

Discover your real architecture

Build a living knowledge graph that shows actual system connections. Trace data flows, service dependencies, and integration points as they truly exist today.

Remediate drift automatically

Let AI fix what doesn't belong. Remove duplicate implementations, consolidate redundant services, and bring systems back to intended patterns without manual cleanup.

Navigate modernization safely

Know impact before you act. See which dependencies block cloud migration, what can be safely decoupled, and where to start your transformation journey.

Keep standards enforced

Build quality gates directly into your pipeline. Catch architectural violations during development, not after deployment. Watch technical debt shrink instead of grow.

Traditional tools find the mess. We clean it up.

Learn why static analysis tools can't deliver the architectural intelligence you need.

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