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software-engineering
6 postsKani: A Model Checker for Rust Verification
Kani compiles Rust's MIR into CBMC's engine to prove unsafe-code soundness, functional correctness and panic-freedom, running thousands of harnesses in production CI for the Rust standard library.
rustformal-verificationmodel-checkingsoftware-engineeringFOMO-Driven AI Coding: Speed Illusion, Hidden Review Debt
GitHub's 55% speedup versus METR's 19% slowdown finding reveals how FOMO-driven AI coding adoption hides the real cost of review and verification in mature codebases.
aisoftware-engineeringcode-reviewtechnical-debtMemory Engineering Is a Promotion Pipeline, Not Notes
An AI agent framework runs memory through a promotion pipeline with evidence and approval instead of direct writes; rejection counts as a healthy outcome.
aimemory-systemsai-agentssoftware-engineeringKod Temizliği Yapay Zeka Kodlama Ajanlarını Nasıl Etkiliyor?
Yeni bir araştırma, kod temizliğinin AI kodlama ajanlarının başarı oranını değil, token maliyetini ve verimliliğini etkilediğini gösteriyor.
aicoding-agentssoftware-engineeringcode-qualityEncoding Team Standards into AI Instructions
Why senior engineers' tacit knowledge causes inconsistency in AI-assisted development, and how it can be turned into executable, versioned instructions.
aisoftware-engineeringdeveloper-toolscode-reviewMechanical Sympathy: Principles for Hardware-Aware Software Design
How CPU cache hierarchies, false sharing, and single-writer architectures underpin mechanical sympathy principles for building high-performance systems.
performanceconcurrencysystems-programmingcpu-architecture