Android-first AI systems, local agents, automation, scraping/data pipelines, security tooling and software built to remove repetitive human clicking from the loop.
A model gets interesting when it can inspect state, call tools, change something, verify the result and continue.
If it can only type an answer, congratulations: expensive autocomplete wearing a blazer.
ANDROID
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v
AGENT -> TOOLS -> INFRASTRUCTURE -> RESULT
^ |
+----------- VERIFY ---------------+
Local-first when useful. Cloud when it earns the invoice. Android is not a companion screen. It is the control plane.
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Run more GitHub tools on Android. Scans desktop-first repositories, chooses a Termux/native/PRoot execution path, applies conservative fixes and prepares a runnable Android workspace.
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Your phone is the control plane. Android-first AI-agent harness for chat, code, automation, private Linux runtimes, SSH/remote machines and approval-driven execution.
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An AI agent that lives on the device. Android agent runtime with tool use, Telegram/Discord control, multi-provider models, MCP tools and autonomous workflows.
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Small local coding agent. No cloud ceremony required. Reads, searches, edits and executes inside real projects through Ollama and OpenAI-compatible tool calling.
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Browser-based drum & bass workstation. Transient analysis, slicing, variation generation, sequencing and stem/MIDI export in one browser workflow.
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Draw first. Let the machine interfere afterwards. Finger/stylus graffiti sketch lab that develops a real drawing through AI-assisted street-art transformations.
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platform: Android + Termux + Linux
focus:
- agents with real tool use
- mobile-first developer tooling
- business automation
- scraping and data pipelines
- security testing and observability
- local / self-hosted AI
rules:
- verify the result
- dangerous actions need approval gates
- repeated work should become code
- "AI-powered" is not a feature by itself
- ship working systems before writing architecture poetry

