Orderbook is an embeddable limit order book and matching engine written in Go, featuring integer-exact pricing, zero-allocation matching, and deterministic crash recovery. It includes a reference TCP gateway, surveillance, and auction components, with a live browser demo compiled to WebAssembly. The author explicitly notes this is experimental and has never run a live market.
The article reframes motivation as a consequence of improvement rather than a prerequisite. It argues that doing the necessary work to improve at something will naturally generate motivation, suggesting that excellence is often an acquired taste developed through consistent effort.
Herdr is a Rust-based runtime server for coding agents, managing terminal sessions that persist across client disconnections and server restarts. With 41k stars, it provides agent-native coordination through socket APIs and pane-based state tracking (working, blocked, idle, done, unknown), but currently lacks visibility into resource consumption and per-run accounting despite community demand for cost tracking and usage monitoring.
MacSync, a Swift-based malware targeting macOS, has evolved to use public iCloud calendar events for payload delivery. The new variant includes an Objective-C backdoor disguised as Finder that can execute AppleScript, deploy malicious browser extensions, and establish persistence. The malware continues to spread through social engineering and fake applications.
Oh My Subagents is a local orchestration platform for managing AI subagents with persistent task state, reusable teams, and interruption recovery. It enables durable coordination of hierarchical agent workflows with explicit accountability, allowing managers to delegate work patterns dynamically while maintaining complete checkpoints across interruptions.
MacSync, a Swift-based malware targeting macOS, has evolved to use public iCloud calendar events for payload delivery. The malware, distributed via ClickFix campaigns and fake applications, now includes a new Objective-C backdoor module disguised as Finder that enables remote code execution and persistence on infected systems.
SelMem is a Rust-based system that implements selective reconstructive memory for large language models, enabling path-dependent behavior and identity divergence through selective fact curation rather than context expansion. The project includes encoding, retrieval, and dream-phase reconstruction modules with SQLite persistence, designed to allow multiple LLM instances (like Claire and Silas) to develop distinct personalities from the same underlying corpus.
Oh My Subagents (OMS) is a system for orchestrating durable, accountable AI teams with persistent task state and recovery capabilities. It enables managers to delegate work to child agents with complete checkpointing, allowing teams to adapt their execution patterns (sequential, parallel, iterative) based on actual tasks rather than rigid DAGs. The platform provides visual tools for defining, publishing, and monitoring team workflows while keeping work artifacts in users' workspaces.
ES Archive is a new memory system for AI that runs natively on Mac, allowing Claude, ChatGPT, LM Studio, and other MCP-compatible clients to persistently store, retrieve, and organize information across sessions. Built in Objective-C with Core Data and on-device embeddings, it ships as both a stdio MCP server and an HTTP app, enabling multiple AI assistants to share one archive while maintaining separate personas.