Blog
Practical notes on AI tools, programming, software engineering, and technology.
Building Local-First Password Management Architecture with Sesame
Design secure local first password manager. Sesame architecture uses client-side encryption, offline storage, peer sync. Keep credentials private.
5 min read
Observing Unsupervised AI Agent Behavior Without Defined Directives
Analyze unsupervised ai agent behavior via execution traces. Monitor autonomous systems running without explicit system prompts or target goals.
7 min read
Automating Headless iOS Virtual Machines for Security Research with vphone-cli
Configure virtual iphone virtualization framework on macOS. Boot iOS environments with vphone-cli tool for fast local testing and debugging.
7 min read
Reconstructing Vulnerability Exploits Using Public Patch Rumors
Reconstruct exploits from public signals. Use exploit generation vulnerability rumor analysis to secure systems before attacks occur.
Functional State Machines in Rust via Typestate and Newtype Patterns
Prevent invalid transitions. Use rust typestate pattern state design to catch bugs at compile time. Eliminate runtime overhead now.
Deploy and Scale vLLM Clusters on Azure Kubernetes Service
Build vllm aks deployment cluster on GPU node pools. Scale LLM inference using Prometheus monitoring, KEDA autoscaling, and optimized Azure infrastructure.
6 min read
SQLite as a Production Document Store Using Native JSON Functions
Run lightweight sqlite json document database. Use native JSON functions to query unstructured data fast without MongoDB overhead.
Typebase Delivers File-Based TypeScript Backend Architecture
Build light Node services fast. Use typebase typescript backend framework to simplify API routing and data storage in single folder.
6 min read
Boot Virtual iOS Instances Using Apple Virtualization Framework CLI
Boot virtual iphone virtualization framework instances on Apple silicon. Control iOS environments via CLI. Speed up development.
Anthropic Demonstrates Automated AI Alignment Improvement System
New anthropic self improving ai system automates alignment. Fixes 10 misaligned behavior benchmarks. Baseline capabilities remain intact.