# Reports

Research on AI coding and software validation.

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Industry research

## The State of AI Coding

Read the Q2 2026 findings on engineering output, AI tool adoption, and model ecosystems.

[Read The State of AI Coding](/reports/state-of-ai-coding)

Engineering teams

## AI Code Review for Modern Engineering Teams

Understand how faster code production affects complexity, trust, and validation costs.

[Read AI Code Review for Modern Engineering Teams](/reports/ai-code-review-for-modern-engineering-teams)

Financial services

## AI Code Review for Financial Services Companies

Learn how financial engineering teams preserve judgment, system understanding, and detection.

[Read AI Code Review for Financial Services Companies](/reports/ai-code-review-for-financial-services)

Legacy migrations

## AI Code Review for Legacy Codebase Migrations

Explore the context, validation, and oversight needed to make agent-run migrations safe.

[Read AI Code Review for Legacy Codebase Migrations](/reports/ai-code-review-for-legacy-codebase-migrations)

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