(7/8) Subtle bug in observe-tool-result.sh: the OUTCOME variable was always reporting "failure" regardless of the actual result. Fix: initialize to neutral, only flip to failure on explicit error detection. Small bug, meaningful data quality difference.
(8/8) If you're on Claude Code and want to try it → plugged.in — setup instructions are there.
Questions welcome here or in DMs. 🔁
Plugged.in v3.0.0 is live 🔌
The biggest change since launch: RAG is now fully embedded.
No Milvus. No external vector DB. No extra services.
Just docker compose up and semantic search works.
Here's what changed 🧵
Security got serious attention:
→ Filter injection prevention (field allowlist + regex validation)
→ Path traversal protection
→ Corruption recovery with .bak backups
→ Idempotent processing (no orphaned rows)
→ Embedding model validation at startup
We also deleted ~750 lines of dead upload polling code.
Sometimes the best code is the code you remove.
Open source. MIT licensed. github.com/VeriTeknik/plugge…
We asked ourselves: how do you explain "autonomous AI agents with on-chain governance" to normal people?
Answer: you don't. You write a song about a guy who buys fake organic tomatoes.
1,800+ views later, turns out people actually watch the whole thing.
youtube.com/watch?v=Qz09hYJF…
We just hit 1,000+ active developers on plugged.in 🎉
From a simple MCP proxy to a full AI-CMS with Knowledge, Memory, Tools & Agents.
Thank you to everyone building with us. This is just the beginning.
#MCP #AI #DevTools
Agents are coming to plugged.in, but with a huge difference, agents are;
- Autonomous, live in their containers, not on the site
- Can have multiple LLMs at the same time,
- Can connect to devices such as Raspberry pi
- Template based, so they can be redistributed
Also, you will be able to integrate your documents, memory, and MCP tools from Plugged.in into your agents with a single click.
WHO NEEDS A BLOCKCHAIN FOR TOMATOES?! 🍅
We made a song about it. And a whole music video.
Spoiler: The skeptic changes his mind.
🗳️ Vote: projectcatalyst.io/funds/15/…
#Cardano #CatalystFund15 #Pluggedin
Pluggedin just hit 910 users. All organic.
I shipped a small but surprisingly powerful feature
Named Clipboard
Copy once use everywhere in your AI agents
A shared clipboard for your whole system
Feels like the platform is waking up
If you build agents or self host your AI
plugged.in

