SourceBox AI 📦

Welcome to SourceBox, your cheap and easy to use platform for open source, self-hosted, and gen AI solutions.

follow us for tips, updates, news, and more!

[SourceBox AI 📦 @SourceBoxLLC]

Don't let expensive APIs and gatekeeping stop you.
Local AI breaks down every barrier:

No subscription fees
Run models on YOUR hardware
Complete privacy & control
No rate limits

Your breakthrough moment starts now 👇
https://t.co/PLIdTrUCVB

[Turing Pi @turingpi]

@openclaw

[SourceBox AI 📦 @SourceBoxLLC]

Privacy isn’t a crime—it’s a right.

The 'nothing to hide' lie is a tool for control, enabling surveillance, data exploitation, and chilling free speech.

From Palantir’s data grids to social credit systems, tech is weaponized to silence dissent.

🚨 Reclaim your privacy: use tools like ProtonMail, support open-source projects, and demand accountability. #PrivacyIsARight #DigitalRights

Link to article: https://t.co/mJBjzNthwp

[SourceBox AI 📦 @SourceBoxLLC]

Tired of Big Tech lock-in?

Our new 2026 guide shows some of the best open-source upgrades: Ollama for local AI, Nextcloud for storage, Home Assistant for smart home, and more.

Self-host, save $, own your data.

Check it out with more tutorials on SourceBox: https://t.co/2NLdMAoW23
#FOSS #AI #Privacy

[SourceBox AI 📦 @SourceBoxLLC]

@ollama Thank you for your service.🫡

[SourceBox AI 📦 @SourceBoxLLC]

Thanks! That's exactly the goal—AI as a translation layer between complex camera data and actionable insights.

"Where in my camera view was motion detected?" → Heatmap

"What time of day is busiest?" → Activity timeline

No technical expertise needed—just ask in plain language.

[SourceBox AI 📦 @SourceBoxLLC]

Another big update to OpenSentry today! 🚀

Added powerful analytics to our MCP Server:
• Motion hotspot heatmaps - see WHERE in the frame activity occurs
• Activity timelines - discover WHEN patterns happen throughout the day

All powered by the motion region/bounding box data from camera nodes.

Now with full docs: https://t.co/Eg1UrgVInE
#OpenSource #OpenSentry #AI #MCP

[SourceBox AI 📦 @SourceBoxLLC]

A tutorial for connecting the OpenSentry MCP server to OpenCode is in the works! When it comes out you can view it here:
https://t.co/xLpiDwcejy

[SourceBox AI 📦 @SourceBoxLLC]

For more projects and info check out our website and our blog: https://t.co/j36Aafg2M1

[SourceBox AI 📦 @SourceBoxLLC]

🚀OpenSentry just got smarter! Now with 4 camera node types:

📷 Basic - Simple streaming
🎯 Motion - Movement alerts
📸 Face Detection - Real-time face tracking
🔍 Object Detection - YOLOv4 AI (80+ classes)

All self-hosted, fully encrypted, zero cloud.

https://t.co/VoC8Gpsx7c

[SourceBox AI 📦 @SourceBoxLLC]

OpenCode + Excel MCP + Word MCP = complete office automation. The agent read project data, created 3 new sheets with Gantt charts & workload analysis, then generated an executive report.

Step-by-step: https://t.co/VWYfcvjIe5

[SourceBox AI 📦 @SourceBoxLLC]

🚀 Just shipped major updates to OpenSentry!

🎯 Motion Detection Node w/ OpenCV
📚 Complete docs site
🔔 Real-time motion alerts & history
⚡ Smart node type detection
📝 GitHub docs for both Command Center & Motion Node
🎨 Dropdown quick start for node selection

Built a complete self-hosted security camera system with motion detection - no cloud needed! 🔒
#OpenSource #HomeAutomation #Security #Privacy #SelfHosted #IoT #RaspberryPi #Docker #OpenCV
https://t.co/YPwwCHFjAJ

[SourceBox AI 📦 @SourceBoxLLC]

AI that creates its own tools!

Our new OpenCode tutorial walks through building a custom MCP server using FastMCP, testing it with the official Inspector, and connecting it back to OpenCode for the agent to use.

Complete cycle: AI-generated code → testing → production integration. Linux-focused guide.

#Linux #OpenCode #FastMCP #tutorial
https://t.co/WLg7wP5ozm

[SourceBox AI 📦 @SourceBoxLLC]

Open-source just leveled up again!

LangChain dropped openwork—a fully local, hackable desktop agent inspired by Claude Cowork, with multi-step planning, real filesystem access, subagents, and support for Anthropic and OpenAI models.

Runs in ~10 seconds via npx.
The speed of open innovation is wild.

#OpenSource #LangChain
https://t.co/efuYTX8Uoz

[LangChain JS @LangChain_JS]

We just released 𝚘𝚙𝚎𝚗𝚠𝚘𝚛𝚔, our completely open source take on Claude cowork built on the 𝚍𝚎𝚎𝚙𝚊𝚐𝚎𝚗𝚝𝚜𝚓𝚜 harness.

A desktop interface with multi-step planning, filesystem access, and subagent delegation for tactical control over your agents.

Run it in 10 seconds with npx with any Anthropic or OpenAI model ↓

[SourceBox AI 📦 @SourceBoxLLC]

Camera Node repository:
https://t.co/S5qwEb4PCE

[SourceBox AI 📦 @SourceBoxLLC]

Secure your spaces with OpenSentry’s Camera Node & Command Center! 🚀

✅ Camera Node:
- Docker-powered with encrypted RTSPS (port 8322) and MQTT (port 8883)
- Auto-generates SSL certs; uses shared secret for secure communication
- Plug in a USB camera, run the setup script, and stream in seconds

🖥️ Command Center:
- Centralized dashboard to manage all nodes
- Real-time monitoring, user-friendly interface
- Add devices via the secret key from your Camera Node

💡 No code needed—just plug & play! Works on Raspberry Pi, Linux, and WSL.
🔗 GitHub Link
#OpenSentry #SecurityTech #IoT #HomeSecurity #Docker #RaspberryPi
https://t.co/YPwwCHFjAJ

[SourceBox AI 📦 @SourceBoxLLC]

Command Center repository:
https://t.co/HsMZDtSHsa

[SourceBox AI 📦 @SourceBoxLLC]

You can view the repository directly here:
https://t.co/SyVaZ3ZGsC

[SourceBox AI 📦 @SourceBoxLLC]

Transform your data workflows with FineFoundry! 🚀

✅ Streamline data collection from Reddit, 4chan, Stack Exchange, and more with intuitive source management.

⚙️ Powerful training through SQLite-backed workflows, cloud scalability (Runpod), and offline mode for air-gapped environments.

📦 Seamless publishing to Hugging Face with versioned datasets and auto-resuming training runs.

Troubleshoot smarter, not harder—built-in support for every step of your ML journey.

Ready to level up? Learn more #MachineLearning #DataScience #AItools
https://t.co/YPwwCHFjAJ

[SourceBox AI 📦 @SourceBoxLLC]

OpenCode brings AI coding to your terminal with serious flexibility:

use commercial models from OpenAI/Anthropic, try OpenCode Zen's curated coding models, or run everything locally via Ollama.

Just published a basic Linux setup guide—from installation through deploying a working Flask app using Zen. Just what you need to know to get started.

See how AI agents accelerate development without vendor lock-in.
#AI #OpenSource #Linux #DevTools #SelfHosted
https://t.co/FKIOZOwL54