Notes from the Code Inspection Bench
Detailed technical explorations of lock contention, abstract syntax trees, garbage collector ergonomics, and architectural refactoring patterns from our consulting practice.
Diagnosing Hidden Deadlocks in High-Volume Transactional Workloads
Why foreign key cascading locks and non-deterministic transaction acquisition orders silently degrade relational database throughput under peak load.
Refactoring God Objects: Safe Seam Extraction in Mature Codebases
How to incrementally dismantle 10,000-line monolithic manager classes using characterisation tests and Michael Feathers' seam concepts.
Evaluating Abstract Syntax Tree (AST) Metrics for Code Maintainability
Moving beyond raw line counts to analyze nesting depth, cognitive complexity, and fan-out coupling across enterprise repositories.
Memory Allocation Profiling in Garbage-Collected Runtimes
How transient object churn triggers stop-the-world GC pauses and creates severe p99 tail latency spikes.
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Our publications represent the exact forensic rigor we apply during our 10-day codebase audits.
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