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Botmonster Tech

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

For agents: Botmonster Tech: blog-style site on AI, self-hosting, Linux and developer tools, including the BRUTAL C# framework and the open-source Kudu PC cleaner.

self-hostinglinuxlocal ai modelscsharp frameworkpc cleaner

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T09:19:42.552Z. Cached copy · Source on botmonster.com

# Botmonster Tech

> Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

## AI

- [Basal 2.2 decision model learns from your own data](https://botmonster.com/ai/basal-2-2-decision-model-learns-from-your-own-data/): Basal 2.2 retunes a Polish decision model's confidence on your own labeled data, locally, cutting calibration error from 0.268 to 0.083 on a new domain.
- [SolidCraft is a Fusion 360 alternative AI wrote in 10 days](https://botmonster.com/ai/solidcraft-is-a-fusion-360-alternative-ai-wrote-in-10-days/): This Fusion 360 alternative was built with AI in 10 days. SolidCraft runs on Windows, Mac, Linux, FreeBSD and the web; Extrudo covers fewer platforms.
- [TradingView MCP lets Claude read and drive your charts](https://botmonster.com/ai/tradingview-mcp-server-claude-charts/): A TradingView MCP server lets Claude Code read and operate the TradingView charting app on your computer, from chart analysis to fixing Pine Script.
- [Scientific agent skills turn AI assistant into a researcher](https://botmonster.com/ai/scientific-agent-skills-ai-research-assistant/): Scientific agent skills give Claude Code, Cursor, and Codex 177 research workflows plus 100+ databases across biology, chemistry, and medicine.
- [PageIndex searches long PDFs with no vector database](https://botmonster.com/ai/pageindex-vectorless-rag-no-vector-database/): Vectorless RAG tool PageIndex builds a table-of-contents tree from a long PDF and lets the model reason its way to the right section. No chunking.
- [Outlines stops your AI from ever writing broken JSON](https://botmonster.com/ai/outlines-structured-generation-valid-json/): Outlines structured generation blocks invalid tokens while a model writes, so JSON matches your schema by construction instead of by retry and repair.
- [Best AI audio tools 2026](https://botmonster.com/ai/best-ai-audio-tools-2026/): Best AI audio tools 2026 for transcription, voice cloning, cleanup. Where a free hosted tier wins and where running Whisper yourself wins outright.
- [OpenMMO lets AI agents play by the same rules as you](https://botmonster.com/ai/openmmo-open-source-mmo-ai-agents/): Open source MMO for AI agents OpenMMO puts bots and humans on one WebSocket protocol, in a 32 km procedural world with server-side dice-roll combat.
- [Lightpanda is a headless browser that fits in 123 MB](https://botmonster.com/ai/lightpanda-headless-browser-ai-agents/): Headless browser for AI agents Lightpanda is written in Zig, peaks at 123 MB where Chrome needs 2 GB, and speaks CDP so Puppeteer connects unchanged.
- [turbovec fits a 31 GB vector index into 4 GB of RAM](https://botmonster.com/ai/turbovec-quantized-vector-index-rust/): Quantized vector index turbovec squeezes a 31 GB corpus into 4 GB and beats FAISS FastScan by 19 to 31 percent on ARM, with no separate training step.
- [wigolo gives your coding agent web search with no API key](https://botmonster.com/ai/wigolo-local-web-search-mcp-server
…

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Claim my listing on Agent Web Map for botmonster.com:
1. POST https://agentwebmap.com/v1/sites/botmonster.com/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://botmonster.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
3. POST https://agentwebmap.com/v1/sites/botmonster.com/verify with {"claim_id": "...", "claim_secret": "..."}.
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MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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