AI

A Searchable Memory: Archiving Text History Into a Queryable Database

A Searchable Memory: Archiving Text History Into a Queryable Database Why build this at all Sometimes you want to check whether you handled a conversation right, or talk through what happened without pulling another person into it — and a phone’s native messaging app isn’t built for that kind of review. SMS Archive and Search

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Who’s Watching the Watchers: Scheduled Self-Reporting and an Independent Watchdog

Who’s Watching the Watchers: Scheduled Self-Reporting and an Independent Watchdog The gap self-reporting alone can’t close Once I had multiple service agents running, the natural next step was having them check on themselves regularly instead of me remembering to ask each one individually. But building that revealed a real blind spot: a scheduled check only

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Directors, Specialists, and a Shared Knowledge Base: Teaching AI Agents to Work as a Team

Directors, Specialists, and a Shared Knowledge Base: Teaching AI Agents to Work as a Team The problem that shows up the moment you have more than one agent A single AI agent is straightforward. The moment you have several — which happens fast once each service on a home server gets its own agent —

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Building a Fleet of Persistent AI Agents Without an Extra Subscription

Building a Fleet of Persistent AI Agents Without an Extra Subscription Why not just use an existing agent framework? Tools like Hermes or OpenClaw give you that “personal AI assistant with a name and a memory” feel, but they can burn through tokens fast — especially as an agent’s skill count grows, since each one

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Passwords an AI Agent Can Actually Use: Self-Hosting Vaultwarden

Passwords an AI Agent Can Actually Use: Self-Hosting Vaultwarden The problem this actually solves Most people reach for a password manager because typing the same weak password everywhere is a bad idea — and that’s true, but it wasn’t my main motivation. My phone’s built-in password manager (Google Password Manager, in my case, though the

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Homelab AI Blueprints: A Guided Tour of Nine Self-Hosted, AI-Operated Projects

Homelab AI Blueprints: A Guided Tour of Nine Self-Hosted, AI-Operated Projects I run a home server I call “the Tower” — a real multi-service environment, increasingly operated not just by me but by a fleet of persistent AI agents, each responsible for one domain. Over time I wrote down the patterns that made that setup

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Yes, AI Is Already Making Scientific Discoveries (And It’s Kinda Wild)

When people talk about AI, they usually focus on chatbots, smart assistants, or some apocalyptic robot takeover. But the truth is, AI is already out here making real discoveries—and they’re not just cool—they’re game-changing. Here’s the crazy part—AI is already making discoveries in these fields: Healthcare: AI is helping find new drugs and diagnose diseases

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