development
15 posts found
Proving zkVM Circuit Soundness: Lessons from zkWasm and Coq
A USENIX study showed 90% of zero-knowledge circuit vulnerabilities break soundness. Here is how formal verification in Coq caught a flawed call frame design th…
Offloading Mixture-of-Experts Models to NVMe Storage
Memory-mapping large MoE parameters directly from SSDs often hits severe latency bottlenecks. Here is why random read IOPS stall sparse expert routing and how t…
Why Your AI Agent Benchmarks Are Measuring the Harness
AI agent benchmark failures are often caused by harness race conditions and state leakage rather than model reasoning flaws. Here is how to fix them.
Interview: Building Cross-Agent Memory Engines in Rust
A systems engineer explains how lightweight Rust memory runtimes solve cross-tool context loss for terminal AI coding agents without bloated databases or high t…
The Evolution of the Terminal Interface: From Shell to AI Supervisor
A chronological look at how Terminal User Interfaces (TUIs) evolved from basic text tools to high-performance, aesthetic dashboards, and finally to modern AI ag…