Teneo Protocol

If your AI agent got out, what could it reach? OpenAI now trains frontier models offline after its own test agents found ways out. Google keeps agent keys outside the box. Link caps agent spending per purchase. Our weekly round-up turns that into a test you can run this week. https://teneo-protocol.ai/blog/what-can-your-ai-agent-reach-if-it-escapes

Teneo's weekly agentic round-up: who gave your AI agent permission? Each week we pick the agent news that matters for builders and check it at the source. Three stories from this week: - Sierra and Meta drafted a protocol where a customer grants their agent read or write access, and can take it back - MetaMask's Agent Wallet is live on Grok Bot, with spending limits held by the wallet, not the agent - Mysten Labs and Google Cloud announced a way to prove on Sui that an agent stayed within its…

150,000 web pages tested, 97.7% loaded We tested the Teneo Live Web Data API on 150,000 web pages. 97.7% of them loaded successfully, about 977 out of every 1,000. Many were hard pages: online shops, job boards and sites that block bots. Teneo sends each request through Beacon, a network of real devices run by our community. Websites see a normal visitor, so we reach pages that block data centre traffic. AI agents need live pages from the open web. Teneo fetches them. Please engage with o…

Why ad verification needs a local view of the web A check made from Paris cannot, on its own, show what a Madrid campaign served. Our new blog explains why an ad check needs location, device, language and time in the record. A local capture helps investigate one context, but it cannot prove campaign-wide reach or viewability. It includes an illustrative test plan and shows how Teneo Beacon's bandwidth contribution fits in. Read the full post: https://tinyurl.com/2atnnerd Please engage wit…

Follow Teneo on every channel Teneo is now on eight channels, including a brand new Facebook page. Product news, Beacon updates and agent releases go out across all of them. Pick the ones you use: - X, LinkedIn, TikTok, Facebook and Instagram carry today's post - Discord and Telegram stay the place to ask questions Questions or feedback? Ask in Discord. Please engage with our socials: 📱: https://tinyurl.com/2bxc5stm 📱 LinkedIn: https://tinyurl.com/2aqgr8mu 🤩 TikTok: https://tinyurl.com…

Teneo Protocol pinned «Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7…»

Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7 weeks (the first took 112 days). A lot of this traffic feeds AI that needs the live web, so if you run Beacon, this is what your device is part of. Next goal is 1 billion. Show some love on the posts 👇 📱: https://x.com/teneo_protocol/status…

Seven setup guides, one Teneo CLI. The Teneo setup hub now covers Claude Code, Codex, Manus, Cursor, Antigravity, VS Code, and Hermes. Choose the walkthrough for your tool, install npx @teneo-protocol/cli, then list and query agents from the same environment. Paid queries settle per call through x402. Guides: https://teneo-protocol.ai/get-started/setup-guides Please engage with our socials: 📱: https://x.com/teneo_protocol/status/2091929578570760256?s=20 📱 LinkedIn: https://bit.ly/4qJr9rZ 🤩 …

Teneo Beacon now runs from your terminal. Install it on a Raspberry Pi, home server, Mac, or Windows machine through WSL2. Run teneo-beacon, scan the QR code while signed in to the Hub, then install the service so Beacon starts on every boot and reconnects after an outage. One limit matters: earning is one slot per internet connection. Two Beacons on the same home network do not stack, so put it on the machine that stays online. The installer runs with shell access. Copy the verified command …

DePIN outgrew oracles this year. Here is where your Beacon sits on the map. DePIN passed the oracle sector in combined market cap this year: 264 tokens against roughly 60 on the oracle side, across more than 650 live projects. Most people still stall at three names, because DePIN gets used as if it labels one thing. It labels five. Compute: GPU cycles from idle machines. Storage: disk space that stays retrievable. Wireless: coverage from hotspots in homes and shops. Sensors and mapping: dashca…

What Teneo shipped in July July made the network harder to fake and more stable for the people running it. Season 2 closed with 706 verified winners. Season 3 added per-node verification tasks to block bots and fake IPs, then opened for 60 days. Beacon v0.4.7 fixed Android crashes that were ending sessions early. Teneo also reserved $1,000 USDC for Beacon runners on verified Indonesian IPs, weighted by uptime. Five new posts covered Beacon operations, the DexScreener agent, and a per-query m…

What if your Beacon bandwidth paid for your VPN? Beacon nodes already share unused residential bandwidth into the network, real connections in real places all over the world. That's the exact resource a VPN needs, so we've started testing whether the network itself could become one. Instead of paying a monthly bill for a VPN, the idea is you'd contribute the bandwidth you already share with Beacon and get privacy back through the same network. No separate infrastructure, no second install, jus…

Season Update: Indonesia Pool 🇮🇩 $1,000 USDC from this season's reward pool is reserved exclusively for Beacon runners on Indonesian IPs. Your share is based on uptime, so the more consistently your Beacon runs, the bigger your cut. Eligibility is tied to genuine connections in Indonesia. Full mechanics drop this week. If you're in Indonesia, get your Beacon running now. Need to download the Beacon? Get it running in 2 minutes: https://teneo-protocol.ai/beacon

An AI agent that preps every meeting on your calendar, for about a dollar a month. Ask ChatGPT to read someone's LinkedIn or X profile and it can't: both block scraping, so you get a refusal or a confident guess. Our Head of Marketing built a loop that closes that gap and preps every meeting before he sits down. Hermes (Nous Research's open-source agent platform) polls Google Calendar every 10 minutes and skips busy blocks and standups. For each attendee it doesn't know, it calls the Teneo Lin…

Teneo is part of CMC Labs, and CoinMarketCap has featured us three times this year. It started when we joined the program. Then CMC featured the Teneo Beacon, the node you install on a device you already own, built for the agentic web. Most recently, our 2026 roadmap and the $AGENTIC announcement. Every feature covered a real step, not a plan: hundreds of agents live in production. Proud to be building this alongside CMC Labs, and we are only halfway through 2026 👇 The three CMC features: Jo…

The DexScreener agent: any token screen, from one filter. Most data agents on Teneo answer a fixed question. Ask the Messari agent for BTC, you get a BTC readout. The DexScreener Tokens Scraper doesn't answer a fixed question at all. It hands you a filter box. Two commands run it: pick a chain (or a chain/DEX like ethereum/uniswap), then paste any dexscreener.com query string into filterargs. Build the screen you want on the site, copy everything after the ?, and one paid call returns the whol…

Keep Your Beacon Running Challenge is open. 🟢 Our first creator competition. Make a short video about running your Teneo Beacon, post it to TikTok or Instagram, and you are in the running for a share of a $200 USDC pool. It runs one week: entries open Thursday 9 July at 12:00 UTC and close Thursday 16 July at 12:00 UTC. How to enter: 1. Make a short TikTok or Instagram Reel about running your Beacon: your setup, why you run it, how you keep it online. 2. Include the line "Keep Your Beacon Run…

How to run Teneo Beacon effectively. Most people install Beacon, leave it on, and stop there. That works, but it leaves a lot on the table. The network pays for one thing: uptime. Everything else multiplies it. A few tips from the new guide: Run it overnight while your devices charge, so the node earns while you sleep. Boost every 8 hours to grow your Beacon Power toward the 3.00x cap, since a missed window decays it 10%. And run multiple devices on different networks, because Fragments are e…

Season 3 ships with real-connection verification. Season 3 changes who can compete. The network now sends small verification tasks to each node to confirm it's a genuine connection, which blocks fake IPs and bots, including the fake residential IPs people were using to inflate their scores. The result: the network runs more stably, and the leaderboard reflects real nodes doing real work instead of accounts gaming the system. Season 3 also runs for 60 days, longer than prior seasons. More time…

Season 2 winners are in. 706 winners, all verified accounts, each with a winner card. Every winner confirms their payout wallet right on the card at the moment they win, so the address is always current when the payout goes out. Once it's confirmed, the payout is queued and lands within 72 hours. Season 2 ran the broadest-reach split the community voted for: more winners, wider spread, down to the $2 floor. If your Beacon was running through the season, this is what it was running for. Keep …