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Every prompt your AI agent encounters has the potential to influence what it does next. Hidden instructions and malicious inputs can put your workflows at risk. Doorman helps detect prompt-injection attempts with a lightweight, fast-running model designed to add an extra layer of security without unnecessary overhead. 🔍🔐
Every prompt matters. Every check counts. 👇
huggingface.co/PinataCloud/L…
Pinata retweeted
Huge milestone for @memportHQ 🚀
Much love to @nrlartt, founder of @signalboundart, for being our first beta tester to complete the entire journey of creating and using a SHARD!
He took a YouTube video of a keynote speech by @gavofyork, co-founder of Ethereum and founder of Polkadot, turned its content into a SHARD, and used it to customize his AI agent with Gavin's mental models, allowing Codex to approach a real task using his way of thinking!
And that's what anyone will be able to do with Memport. Turn content from experts you admire into SHARDs and customize your AI agents to approach tasks using their knowledge, expertise, and way of thinking.
And a huge shoutout to @pinatacloud, the IPFS backbone powering Memport!
IPFS has an enormous role to play in the AI agent era. As agents become more autonomous, they'll need access to memory, knowledge, and expertise that can move freely between different agents and applications, rather than being locked inside centralized databases or proprietary platforms.
The need for portability is what makes IPFS shine, and Pinata makes building on IPFS incredibly easy.
Our first Memport beta tester has officially completed all 4 quests 🎯
Huge shoutout to @nrlartt, founder of @signalboundart, for testing the entire journey:
1. Upload a Memory
2. Create a SHARD
3. Connect an AI agent through MCP
4. Apply a mental model to a real task
NRL turned a web3 keynote transcript from Gavin Wood, co-founder of Ethereum and founder of Polkadot, into a SHARD, connected it to Codex, and applied its mental model to a real web3 community growth challenge.
His feedback?
"The mental-model output is definitely not the same as the results I've gotten from Codex; it feels different, and you can perceive its depth once you examine the outcome."
And we're especially excited about what this could mean for the Signalbound community.
Imagine Signalbound Agent NFTs accessing SHARDs containing specialized trading mental models, whether that's Wyckoff accumulation/distribution, ICT market structure and liquidity sweeps, or order block and fair value gap strategies.
Instead of generic trading analysis, agents could approach markets through the framework of a particular specialist or strategy.
That's the kind of agentic intelligence we're working toward.
Much love to the Signalbound holders helping make this community special:
@crypto_czar_eth
@RockBluster1
@apetit0111
@Smudger050483
@qTpi___
@stralwiz
@gimme2pair
@RaoKhan20
We're just getting started. 🚀
Your files shouldn't be the bottleneck in your workflow. With Pinata, upload content to IPFS, get a unique CID, and retrieve it through fast, reliable dedicated gateways. Spend less time managing storage and more time building, shipping, and scaling your next big idea. ⚡🚀
Files that move as fast as you can build. 👇
pinata.cloud/
Not every instruction your AI agent encounters is safe. Malicious prompts can hide in files, websites, and external data, attempting to manipulate your agent's behavior. Doorman helps identify these prompt-injection threats with a lightweight, fast-running model that adds an extra layer of defense without unnecessary complexity. 🔍🛡️
Detect the danger. Defend the agent. 👇
huggingface.co/PinataCloud/L…
Your AI agents need to move fast, but security shouldn't be left behind. Doorman helps detect hidden prompt-injection attempts in the content your agents encounter, adding an extra layer of protection without slowing down your workflows. Lightweight, efficient, and built to help your agents operate with confidence. 🛡️🚀
Keep your agents moving. Keep threats in check. 👇
huggingface.co/PinataCloud/L…
Your AI agents interact with files, websites, and external data every day, but not everything they read can be trusted. Doorman adds an extra layer of security by detecting hidden prompt-injection attempts before malicious instructions can influence your agents. Lightweight, fast, and built to help keep your workflows protected. 👀🛡️
Your agents read everything. Doorman checks twice. 👇
huggingface.co/PinataCloud/L…
Traditional links depend on where your files live. When locations change, links can break. With IPFS, your content gets a unique CID based on the file itself, not its location. Pinata makes it easy to upload, pin, and retrieve your files through reliable gateways, keeping your content accessible wherever you're building. 🔗📌
Your links break. Your CID never will. 👇
pinata.cloud/
Not every threat is easy to spot. Malicious instructions can hide inside the content your AI agents read, putting your workflows at risk. Doorman helps detect prompt-injection attempts with a lightweight, fast-running model designed to add an extra layer of security without unnecessary overhead. 🔍🛡️
Hidden threats. Instant detection. Smarter protection. 👇
huggingface.co/PinataCloud/L…
AI security shouldn't require massive models or complicated infrastructure. Meet Doorman, a lightweight 22M-parameter model built to detect prompt-injection attacks before malicious instructions can influence your AI agents. Fast, efficient, and designed to add an extra layer of defense without slowing down your workflow. 🛡️⚡
Small model. Big protection. 👇
huggingface.co/PinataCloud/L…
Meet Doorman. 🛡️🔐
Your AI agents interact with the outside world. Not everything they encounter can be trusted.
Introducing Doorman, a lightweight AI security model built to detect prompt-injection attacks before malicious instructions can influence your agents.
Small model. Fast detection. Smarter protection.
Meet the new guard for your AI agents. 👇
huggingface.co/PinataCloud/L…
Back in 2023, I wrote about consumable NFTs.
With advances in AI, consumable software is now here.
I built @dosesdotfun to test these ideas.
Give it a try doses.fun/?v=2
Built on @pinatacloud
Your files deserve storage that's built for reliability and control. With Pinata, upload your content to IPFS, keep it pinned for ongoing availability, and retrieve it through fast, reliable gateways. Your content stays addressable by its unique CID, giving you more flexibility over how you store, share, and access your files. 🔐📁
Your files. Always online. Always yours. 👇
pinata.cloud/
Building powerful AI agents shouldn't mean managing complicated infrastructure. With Pinata Agents, deploy agents that reason, execute tasks, and automate workflows without worrying about server setup or maintenance. Focus on what you're creating while Pinata handles the infrastructure behind it. 🧠🚀
Think. Build. Ship. No servers required. 👇
agents.pinata.cloud/
Learn how we went from clearing 2.6% to 97.4% of false prompt-injection alerts in our tool-output benchmark by fine-tuning a 22M model that runs on a laptop CPU in ~240ms.
pinata.cloud/blog/how-we-tra…
Your files should be easy to upload, share, and access whenever you need them. With Pinata, upload content to IPFS in seconds, get a unique CID, and share it through fast, reliable gateways. Keep your files pinned, your content accessible, and your projects moving without the storage headaches. 📤🔗
Upload fast. Share instantly. Keep your content accessible. 👇
pinata.cloud/
What’s your coding agent about to do with that API key?
We built Doorman to catch exposed secrets, suspicious instructions, and risky actions before they happen.
Open-source. Runs locally. Works with Claude Code, Codex, and Cursor.
pinata.cloud/blog/introducin…
Building AI agents shouldn't require writing lines of code. With Pinata Agents, skip the complicated setup and get your agents up and running without the technical headaches. Spend less time coding, more time automating, and turn your ideas into action. 🧩🤖
No-code agents? Yes, please! 👇
agents.pinata.cloud/
Pinata retweeted
Replying to @pinatacloud
Slow retrieval really kills the vibe. Pinata fixing that is a game changer 🚀
Pinata retweeted
Replying to @pinatacloud
Pinata makes IPFS feel less like rocket science and more like plug and play, love that.







