HOW IT WORKS
Infrastructure That Makes AI Coding Assistants Reliable
CleanAim® solves the 7 problems through three architectural pillars—not prompt engineering, not better instructions, but actual infrastructure that enforces reliability.
THREE PILLARS
Three Pillars of Reliable AI Development
Guardrails That Hold
CLAUDE.md alone isn't enough. We implement four enforcement layers that verify compliance before code is accepted.
Not after it breaks production—before code is ever committed.
Context That Survives
Context windows fill and sessions end. We persist critical knowledge in databases—not chat history.
Your AI assistant remembers across every conversation.
Learning That Compounds
Every session improves the next. We capture patterns and build institutional knowledge over time.
AI assistance that gets better, not just different.
One Solution for Each Problem
Automated Session Management
11-Dimension Verification Audit
Multi-Layer Enforcement
Quality Audit System
Spec-Driven Verification
Boundary Enforcement
Protocol/Impl Verification
THE PROCESS
How It Works
Integrate
Connect CleanAim to your development workflow. Three integration surfaces: SDK for code-level capture, Proxy for API-level interception, Platform API for custom integrations. Works with Claude Code, Cursor, Aider, and direct API usage.
Capture
Every AI prediction is logged. Every outcome is recorded. Every decision is preserved. CleanAim builds a complete audit trail of your AI-assisted development—automatically, without changing how you work.
Verify
Multi-layer enforcement catches problems before they reach production. Spec-driven verification ensures completeness. Quality audits prevent regression. Guardrails block violations. The AI can't claim 'done' until the system confirms it.
Learn
Patterns compound across sessions. Success gets reinforced. Failures get prevented. Each project makes the next one better. Your AI assistant develops institutional memory that no context window can provide.
INTEGRATIONS
Works With Your Stack
CleanAim integrates with the AI coding tools you already use
See It In Action
Get a diagnostic of your AI development workflow and see how CleanAim's infrastructure applies to your specific challenges.
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