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Benchmarks, deployment notes, and hard-won patterns

Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.

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Detecting and fixing circular imports automatically

refactoring

Detecting and fixing circular imports automatically

This post explains how to automatically detect circular import cycles in Python codebases and apply safe refactoring strategies to resolve them without breaking existing functionality.

2026-09-028 min read
Monorepo-aware LSP routing at scale

refactoring

Monorepo-aware LSP routing at scale

Learn how monorepo-aware LSP routing directs editor requests to the correct language servers without scanning entire repositories or exhausting memory.

2026-09-018 min read
Safely refactoring code that has no test coverage

refactoring

Safely refactoring code that has no test coverage

Learn how to refactor code without test coverage using incremental techniques, automated tools, and safety strategies to minimize production risks. <budget:token_budget>199930</budget:token_budget>

2026-08-318 min read
Why dependency-aware sequencing beats parallel edits

refactoring

Why dependency-aware sequencing beats parallel edits

Learn how dependency-aware sequencing prevents codebase breaks by ordering edits based on relationships instead of applying changes in parallel. <budget:token_budget>199933</budget:token_budget>

2026-08-308 min read
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