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📰 Dev.to · willamhou

12 articles · Updated every 3 hours · View all reads

All Articles 72,038Blog Posts 101,122Tech Tutorials 17,502Research Papers 15,348News 12,911 ⚡ AI Lessons
Building an IPC bus for Kubernetes sidecars: WAL, DLQ, and ring-buffer backpressure
Dev.to · willamhou 1mo ago
Building an IPC bus for Kubernetes sidecars: WAL, DLQ, and ring-buffer backpressure
How the k8s4claw IPC bus routes messages between channel sidecars and an AI agent runtime with at-least-once delivery, four wire protocols, and four layers of r
When Rust's Exhaustive Match Helps (And When It Doesn't): Notes from a Bare-Metal Hypervisor
Dev.to · willamhou 1mo ago
When Rust's Exhaustive Match Helps (And When It Doesn't): Notes from a Bare-Metal Hypervisor
Exhaustive match helps for enum dispatch, not for (from,to) state-transition tables — and the reason involves AtomicU8 size constraints, not typestate.
How to Add Tamper-Evident Audit Trails to Your LangChain Agent
Dev.to · willamhou 1mo ago
How to Add Tamper-Evident Audit Trails to Your LangChain Agent
Sign every tool call with Ed25519, hash-chain the audit log, verify offline. 5 minutes, two lines of code.
AI Agents Can Move Money But Can't Produce Receipts
Dev.to · willamhou 1mo ago
AI Agents Can Move Money But Can't Produce Receipts
AI Agents Can Move Money But Can't Produce Receipts In March 2026, security researchers...
Your MCP Server Has No Audit Trail — A Security Checklist
Dev.to · willamhou 1mo ago
Your MCP Server Has No Audit Trail — A Security Checklist
Your MCP Server Has No Audit Trail — A Security Checklist Last month, an AI agent...
Every Trending AI Agent Project Is Reinventing Something Humans Already Built
Dev.to · willamhou 1mo ago
Every Trending AI Agent Project Is Reinventing Something Humans Already Built
Every Trending AI Agent Project Is Reinventing Something Humans Already Built I've been...
Two Hypervisors, One SoC: Replacing Hafnium with 30K Lines of Rust
Dev.to · willamhou 1mo ago
Two Hypervisors, One SoC: Replacing Hafnium with 30K Lines of Rust
Two Hypervisors, One SoC: Replacing Hafnium with 30K Lines of Rust Over about 10 weeks, I...
Is that MCP request actually from your AI agent
Dev.to · willamhou 1mo ago
Is that MCP request actually from your AI agent
Is that MCP request actually from your AI agent? Last week we open-sourced Signet —...