Plip puts a computer-use agent in your Mac’s notch — no new subscriptions required
An open-source Mac app that watches your screen, points at clicks, and executes tasks using the AI plan you already pay for.
Local LLMs
Practical reporting on AI systems, tools, and engineering execution.
Git repos
MAFDET preloads LLM prefill and reasoning while you type
MAFDET runs local LLMs that prefill and reason as you type, cutting post-Enter latency on Qwen3 models while keeping cache correctness exact for reading ahead.
Tokio Prompt Orchestrator: Deduplicating LLM Requests with Circuit Breakers
Tokio Prompt Orchestrator deduplicates repeated LLM prompts and adds circuit breakers, spend caps, and dead‑letter queues while acting as a drop‑in OpenAI/Anthropic proxy.
ThrillhouseBot packages configurable PR review into a Quarkus GitHub App
ThrillhouseBot reviews pull requests through OpenAI-compatible APIs, with parallel diff batching, repository policies, observability, and deterministic secret scanning.
Teardown: Autohand Code CLI brings multi-provider agentic coding to the terminal
An analysis of Autohand Code CLI, examining its interactive REPL architecture, model provider flexibility, PATH installation side-effects, and trace monitoring model.
Teardown: LatentGate Deterministic Token Compression for MCP Workflows
LatentGate provides a local, deterministic pre-processing layer that reduces log and document token counts before sending context to LLMs through the Model Context Protocol.
Automated Hardware Profiling and MoE Offloading with ggrun
ggrun automates backend selection, memory placement, and host-to-device PCIe bandwidth profiling for executing large GGUF models across mismatched multi-GPU setups.
Teardown: croit AIplane Outlines a Self-Hosted Gateway, Workspace, and Agent Platform
croit AIplane combines an OpenAI/Anthropic-compatible proxy gateway, an enterprise chat workspace, and an MCP-supported agent runtime into a single self-hosted AGPL-licensed platform.
Teardown: Hermes Life OS and Pattern Detection via Agentic Memory
Hermes Life OS combines scheduled agent workflows with standard statistical correlations to turn personal tracking logs into automated, context-aware daily briefings.
Radiant Brings Local Sandboxing and Directed Execution Graphs to Mac Coding Agents
Radiant is an open-source macOS developer interface that executes local and cloud coding agents inside sandboxed file scopes with structured verification loops and DAG task graphs.