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AUSTIN TECH LANDSCAPE

The Great Migration's Hidden Cargo: Codebases Nobody Fully Understands

Tesla, Oracle, Samsung, and thousands of startups moved to Austin. The engineers came with institutional knowledge. The codebases came without it.

The Migration Paradox

When a company relocates headquarters, something strange happens to its codebase. The engineers who built the system often don't make the move. New hires in Austin inherit code written by people they'll never meet.

Meanwhile, startups are scaling faster than ever. Austin's lower cost of living means longer runways—which means codebases that grow for years before anyone asks hard questions about architecture.

The result: Austin has become a city of inherited codebases. Systems with history but no historians.

Patterns We've Identified in Austin Codebases

The Enterprise Transplant

Large tech companies moved HQ to Austin but kept development distributed. The Austin team maintains code written across three time zones by people who've never met.

Common in: Tesla, Oracle, Dell ecosystems

The Extended Runway Effect

Lower burn rate means more time to build. More time to build means more features, more engineers, more complexity—without the pressure to clean up that comes with running out of money.

Result: Larger codebases with more hidden debt

The Knowledge Island

Austin's tech scene grew so fast that teams are siloed. Your company uses a framework that three engineers in town understand. When they leave, you're stranded.

Risk: Smaller talent pools per niche tech stack

The Hybrid Mess

Half the team is remote (still in SF or NYC). Half is in Austin. Different coding styles, different review standards, different levels of documentation. One codebase.

Seen in: 60%+ of relocated companies

Austin Codebase Analysis

What Relocation Does to Code Quality

47%
increase in undocumented functions post-relocation
2.3x
longer onboarding time for migrated codebases
31%
of critical paths have single points of knowledge failure

Based on LOOM analysis of codebases from companies that relocated to Austin, 2020-2025.

The Austin Tech Corridor

Domain / North Austin

Big tech headquarters. Apple, Meta, Google offices. Enterprise scale, enterprise complexity, enterprise silos.

East Austin / Downtown

Startup central. Series A through C. Fast growth, fast hiring, fast-accumulating technical debt.

Round Rock / Cedar Park

Dell ecosystem. Hardware-software integration. Legacy systems that can't fail and can't be rewritten.

Is LOOM Right for Your Austin Team?

Probably Not If...

  • You built the codebase from scratch with your current team
  • Your entire engineering history is documented in well-maintained ADRs
  • You're pre-product, still in experimentation mode

Definitely If...

  • You inherited a codebase from a different team or company
  • Key engineers from the original build have left
  • You're afraid to refactor because nobody knows what depends on what

Map What You Inherited

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