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 Documentation is outdated, tribal knowledge left with former developers, and no one has a complete picture of how systems actually connect.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 But discovering the real architecture means months of manual analysis that's outdated before it's complete.
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.

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

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.

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.
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Seamless Integration






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