/ 10 min read
Rust vs Go Threading Models: A Performance Deep Dive
A systems engineering comparison of goroutines vs async tasks with benchmarks and memory analysis.
#Rust#Go#Performance#Threading
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Writing
Thoughts on systems, engineering management, and AI.
/ 8 min read
Why Go Channels Beat Lock-Free Primitives for Event Loops
A deep dive into building real-time event loops in Go, demonstrating why native channels outperform theoretical lock-free ring buffers in high-frequency messaging.
#Go#Architecture#Systems Engineering#Real-Time
/ 4 min read
Token Discipline: Spend AI Tokens on Work, Not Narration
Output tokens are becoming a real cost center for production agents. A small instruction change can move spend away from narration and back into execution.
#AI#Agents#Cost Optimization#Engineering
/ 10 min read
From Microservices to Microbiomes: A Software Architect's Guide to Conquering Omics Data
Applying software engineering principles — portability, data integrity, S4 object-oriented design — to bridge the gap between Bioconductor and mixOmics ecosystems.
#R#Bioconductor#Data Pipelines#Software Architecture#Open Source
/ 12 min read
tuneR: A Deep Dive into Hyperparameter Optimization with mixOmics
A benchmark-backed look at how tuneR cut median wall time by 60.5% while matching the best observed accuracy on a controlled block-sPLSDA search space.
#R#Statistics#mixOmics#Computational Biology#Open Source