Guides

• Scenarios: Personal Assistant — What the Personal Assistant does and how to fit it into your routine: calendar, email, briefings, bookings.
• Scenarios: Research Analyst — Topic digests, competitor monitoring and morning briefings — before your first coffee.
• Scenarios: Tutor — Explains topics, drills languages and runs quizzes — without leaving your usual messenger.
• Scenarios: Copywriter & Editor — Drafts, editing and one consistent tone of voice for posts, emails and landing pages.
• Scenarios: Tech Assistant (coder) — Server monitoring, backups, cron jobs and routine DevOps — in one chat.
• Scenarios: Listening Companion — A calm space to talk things out, reflect and do a breathing exercise.
• Scenarios: Finance Coach — Budget, spending habits and market digests in plain language — no info noise.
• Scenarios: Wellness Coach — Habits, sleep and movement — gentle daily accountability.
• Personal data should not reach the model: what we built and what we measured — Names, phone numbers and national IDs are swapped on the way to the model and restored in the reply. Passports and API keys are never sent at all. The basic level costs 34 MB and 0.8 ms; the full one costs a gigabyte and 12 ms.
• How much memory an AI agent really uses: measurements — 0.36 GB idle, 0.81 GB with a browser, 0.85 GB on a parallel build. What that means for picking a plan, and how to measure it yourself.
• Three things about running other people's pods on Akash that cost us money — A lease closes itself when the escrow runs dry, with no notification. Pausing a pod did not pause the bill. A failed deploy can still leave you an active, paid lease.
• Scenarios: an agent that runs your social accounts — Plans the week, writes in your voice, asks for your yes and posts it — what you need to connect, and what it will not do.
• Scenarios: your own news anchor — A morning brief on your topics: choosing sources, setting the hour, and never being told the same thing twice.
• How to tune the coder agent — Permissions, SSH key, working directories and safety rules for the Tech Assistant.
• Switching the coder between projects — A real problem: how the agent knows which project it's in and doesn't mix context.
• Roadmap: where we're headed — What works now and what's next: a chat UI with one-click starter questions, and agent teams.