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Autonomous Architectural
Refactoring for
Enterprise Codebases

Titan Code AI ingests repository-scale AST graphs to resolve deep cross-file dependencies, eliminate technical debt, and automate legacy migrations with zero regression.

See the agent in action
FROM TECHNICAL DEBT TO MERGE-READY.An agent that sees the whole picture.
titan / agent-sessionDEMO
Titan Agentarchitectural-refactor
Running
$ titan refactor --scope repository
  1. Scanning repository00:01

    Scanning 1,420 source files across 8 microservices...

  2. Mapping architecture00:03

    Constructing dependency graph via AST parser...

  3. Resolving dependencies00:08

    Claude 3.5 Sonnet: Resolving circular dependency in auth/session.py

  4. Running regression gates00:12

    Deterministic checks passed: 48/48 unit tests green.

Repository context initialized.
+6 −4
auth session.py Python
@@ -12,10 +12,12 @@ dependency inversion
12 from typing import TYPE_CHECKING
13
14−from auth.models import Session
15−from auth.service import AuthService
14+from auth.ports import SessionStore
15+if TYPE_CHECKING:
16+ from auth.models import Session
17
18 class SessionManager:
19− def __init__(self):
20− self.auth = AuthService()
19+ def __init__(self, store: SessionStore):
20+ self.store = store
titan/refactor-auth | 8 services in context AST graph connected
Autonomous execution. Deterministic verification. Human-reviewed merges.
YOUR STACK. OUR ENGINE.
GitHub Actions
GitLab CI
Bitbucket
Designed for enterprise

THE CORE ARCHITECTURE

Not another copilot.
An architectural engine.

Built to understand systems. Engineered to change them safely.

200k Token AST Graphing

Maps full-codebase context without losing cross-file reference integrity. Every dependency, in the picture.
api/routes.ts auth/session.py core/models.py
services interfaces callers
Repository-wide context 200,000 tokens

Deterministic Regression Gates

Generates and validates tests before committing PRs. Confidence is a check, not a feeling.
VERIFICATION PIPELINEPASS
Unit tests48/48
Type safety0 errors
Regression checksPassed

Illustrative verification results

Autonomous Multi-File PRs

Changes interfaces and all downstream callers in a single atomic commit. Nothing left behind.
refactor: decouple auth dependenciesReady
auth/session.py+6−4
auth/ports.py+12
api/middleware.py+3−2
1 atomic commit3 files changed

Enterprise CI/CD Integrations

Fits into the pipeline you already trust. Seamless GitHub Actions, GitLab CI, and Bitbucket integration.
TITAN
GitHub Actions
GitLab CI
Bitbucket

Designed for your stack. Not a new workflow.

Repository-scale. Not snippet-scale.

A closer look at the sample session above.

1,420Source files analyzed
8Microservices mapped
48/48Regression tests passed
1Atomic pull request

Illustrative demo metrics. Independent performance benchmarks will be published during beta.

FROM REPOSITORY TO PULL REQUEST

Complexity in. Clarity out.

Three deliberate stages. One radically better codebase.

01

Ingest & Parse AST

Turn repository-scale source code into a connected, language-aware dependency graph.

CONTEXT, NOT CHUNKS
02

Claude Reasoning Pass

Plan architectural changes with full context. Refactor interfaces and downstream callers together.

SYSTEM-LEVEL REASONING
03

Automated Verification & PR

Run deterministic checks. Ship a clean, reviewable pull request into your existing workflow.

VERIFIED, THEN COMMITTED

BUILD WHAT’S NEXT. FIX WHAT’S BEHIND.

Your next architecture
starts with a single commit.

Give your engineers their most valuable resource back. Focus.

Request Beta Access Built for engineering teams that build at scale.