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engineering
259 postsFour Instances, Two Data Centers, One Bug: When Redundancy Isn't Independence
The Pennsylvania NG911 incident highlights the risks of common-mode failures. Redundancy's independence must be evaluated.
Invalid Tests: Why 'n/a' Is Not a Verdict
The validity of tests depends on hardware presence. The 'n/a' status offers important lessons for engineers.
What is Loop Engineering?
Loop engineering is emerging as a new approach in software development. Discover how developers are adopting this method.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comLLM-as-Judge: Use Binary Checks for Evidence, Not Aggregate Scores
Explore the benefits of using binary checks and a single verdict in LLM evaluations. A reliable quality assessment method for engineers.
Understanding Data Compression: Impact on Storage and Query Performance
Explore how compression codecs impact storage costs and query performance, providing essential insights for engineers.
System Design the Agentic Way — Phase 1: The Single Machine Ceiling
Phase 1 offers critical insights into server resource management and failure causes.
Making an Email API Agent-Native
Send16 has made its email API fully operable by unattended agents, enhancing onboarding and functionality.
The Expensive Model Was Cheaper: Six Lessons from an LLM Judge
Insights from the Rekall app reveal unexpected lessons in model selection and cost implications for engineers.
The State of SIMD in Rust in 2026
Latest developments in the state of SIMD in Rust for 2026 and its importance for engineers.
Admission Control in Browser-Native Media Processing
Understanding misleading success rates in browser-native video processing and how to improve them.