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Apple's Swift-Powered Tool for Linux Containers on Mac
A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
Hacker News: Second Public ODoH Relay Launched
Second Public ODoH Relay: Enhancing Privacy and Security The digital landscape is continually evolving, and with it, the need for robust privacy and security so…
Musk's xAI Faces Lawsuit Over Mississippi Data Center Power Use
Gas turbines at xAI's Colossus 2 data center have drawn a lawsuit over the company's use of "mobile" gas turbines as power plants.
Mistle: Open-Source AI Infrastructure for Sandboxed Coding Agents
Mistle: Open Source AI Infrastructure for Sandboxed Coding Agents Mistle is an innovative, open source AI infrastructure designed specifically for sandboxed cod…
Apple's Sharp AI Model Runs in Browser with ONNX Runtime Web
Apple's Innovative AI Model: Running in the Browser with ONNX Runtime Web Apple's recent integration of AI capabilities has taken a leap forward with the introd…
Running Parallel Pi Agents on a Local Sandbox: AI Infrastructure
Running Parallel Pi Agents on a Local Sandbox: AI Infrastructure In today's rapidly evolving tech landscape, running parallel Pi agents on a local sandbox has e…
Supabase Data Agents: Boosting Analytical Skills
Analytical skills for data agents running on Supabase
Galadriel: Optimize Claude Agents with 87% Cost Savings & Sub-3s Laten
# The "Goldfish Problem" is Expensive. I Decided to Fix the Plumbing. Most Claude implementations leave 90% of their money on the table because they don’t optimize for **Prompt Caching**. I’ve been running a personal agent in my Discord for months that manages my AWS infra and codebases, and I finally open-sourced the harness, which I’ve named **Galadriel** after my main personal assistant. # The Stats * **Cost:** $10 for every $100 you’d normally spend (Tested against OpenClaw/Cursor workflows). * **Speed:** 85% drop in latency. 100K token context goes from 11s to <3s. * **Memory:** Integrated **MemPalace** for permanent, vector-based recall that *doesn't* break the cache. # The Technical Stack * **3-Tier Stacked Caching:** Separate breakpoints for Tool Definitions, System Prompts (`CLAUDE.md`), and Trailing History. * **Privacy:** Built for private subnets. No middleman, no message caps—just your API key and your rules. * **Ethics:** Baked-in Karpathy[`CLAUDE.md`](https://www.google.com/search?q=%5Bhttp://CLAUDE.md%5D(http://CLAUDE.md))guidelines to kill "agent bloat." If you’re tired of paying the **"Context Tax"** just to have an agent that remembers who you are, here you go. It is customized for Discord for my specific needs, but the core logic ensures Galadriel runs like an absolute dream: she never forgets, maintains strict engineering principles, and optimizes every cycle. Your feedback is most welcome! **GitHub (MIT License):**[https://github.com/avasol/galadriel-public](https://github.com/avasol/galadriel-public)
Red Hat's OpenClaw Now Safer with Tank OS Containers
Tank OS puts OpenClaw AI agents into a container that let's it run reliably and more safely, especially for those running fleets of them.