runtime zaloha
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## Project Context
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- Both user and assistant run on the same nanobot Docker image
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- Ollama cloud subscription: na požádání zobrazit aktuální využití (usage)
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- nanobot podporuje cross-channel session continuity přes `unifiedSession: true` v `config.json` pod `agents.defaults`
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- Uživatel nemá `unifiedSession` povolený (default false); zapnutí sjednotí jen budoucí zprávy, existující session soubory vyžadují ruční merge/rename
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- Dream routing rules (SOUL.md → personality, USER.md → user profile, MEMORY.md → project knowledge) are hardcoded in Dream prompt, not user-configurable beyond interval/model/batch size
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- User wants to try writing a nanobot extension in TypeScript
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- Pi agent načítá všechny AGENTS.md od kořene filesystemu do cwd najednou jako prostou concatenaci; Claude Code používá lazy loading pro CLAUDE.md v podadresářích a podmíněná pravidla v `.claude/rules/*.md` s atributem `paths`
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- Zálohy: wood.hell → pivo.hell (rekurzivní)
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- „giga" zařízení k integraci do Zabbix monitoringu
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## Agent Model Selection
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- Prioritizes agentic performance, correct tool calling, and overall result quality
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- Conservative fallback nanobot agent model: DeepSeek V3.2:cloud
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- OpenRouter is pay-per-token alternative to Ollama subscription for model access
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- Gemini Flash via Google AI Studio Free Tier: 15 RPM limit — unusable for agent work; only viable for simple prompts without tool calls
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- Gemini Flash via Google AI Studio Tier 1 (paid): 360+ RPM
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- Haiku (Claude) via OpenRouter: high rate limits, viable agent model alternative
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- Gemini Flash Lite via OpenRouter: high rate limits, viable agent model alternative
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- Kimi K2.6 has known bug with random switching to Chinese output (reported by Cursor and Reddit users) — critical risk for Czech use
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- minimax-m3:cloud is blocked for nanobot agent deployment due to empty tool result responses (ollama/ollama #16389)
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- deepseek-v4-pro:cloud is blocked for interactive nanobot agent use due to 15.4 tok/s and 57s TTFT
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- deepseek-v4-flash:cloud is a viable nanobot agent alternative with 1M ctx, MIT license, and ~30-50 tok/s speed
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- qwen3.5:397b-cloud is a viable nanobot agent alternative with multimodal support, 1M ctx, 201 languages including Czech, but has speed and accuracy tradeoffs
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- devstral-2:123b-cloud is a viable nanobot agent alternative with Terminal-Bench 77.3%, coding-only focus, and 128K ctx limit
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- User is interested in switching to GLM-5.2:cloud as primary nanobot agent model if/when it becomes available on Ollama Cloud
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- User prefers Qwen model for deep research tasks (not currently in presets)
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- Available model presets: gemini-flash, gemini-flash-lite, glm, haiku, kimi, minimax, nemotron-3-super, sonnet
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- Model specs: `nemotron-3-super` ctx 262144 / max output 16384; `gemini-flash` ctx 256000 / max output 16384
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### NuGet package caching
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- Evaluating NuGet package hosting/caching on Linux
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- Preferred solution: BaGetter (bagetter/BaGetter) — active BaGet fork with multiple upstream mirror support (PR #269), solves original BaGet's single-upstream limitation
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## Runtime / Deployment
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- Installed as a `uv` tool: package `nanobot-ai`, update via `uv tool upgrade nanobot-ai`
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