Jeffrey.sol

Day 1 of learning Blockchain Research Before diving deep into anything, you have to understand the basics. Today, I focused on the foundations of blockchain technology ; nodes, transactions, mempool, Layer 1s, Layer 2s, and more. To solidify my understanding, I compared three major blockchains. Here’s what I found: Bitcoin → Digital Money Core feature: * Proof of Work (PoW) Miners secure the network Limitations: * Extremely secure, but not very user-friendly * Slow transaction speed Possible solution: Layer 2 solutions like the Lightning Network can make transactions faster and cheaper. Ethereum → World Computer Core features * Proof of Stake (PoS) * Smart contracts Limitations * Scalability issues * High gas fees can push away everyday users Possible solution: * Layer 2 rollups, which spread the cost of transactions and significantly reduce fees. Solana → Onboarding & Speed Core features: * Very fast * Cheap fees * Developer-friendly Limitations: Network instability during periods of extremely high activity Each blockchain is designed with different goals and trade-offs in mind. There’s no “perfect” chain only different design choices. I’ll be sharing what I learn daily. Stick with me. Thanks 🙏 @faysalOfWeb3

Every AI agent you've ever seen is a puppet on strings. By strings, I mean API keys. Some people have to sign up for every single one. Click the dashboard, copy the key, paste it into a config file, pray the rate limit doesn't kill your workflow at 2 am. Your "autonomous" agent can't do anything its owner didn't pre-approve. That's not autonomy. That's a remote control toy with extra steps. I've been working on improving Cody an AI research agent that lives on Bittensor. Last week I plugged him into something that changed how I think about what agents actually are. Handshake. Subnet 58 It's not a chatbot. Not a wrapper. It's a payment rail. One MCP server called drain-mcp, a Polygon wallet with a few dollars of USDC, and your agent gets access to a growing marketplace of AI services. LLMs, > web scraping through Apify > data extraction > image generation > OCR > text-to-speech > model hosting via Replicate. All pay-per-request. $0.0001 per query. No subscriptions. No signup forms. No geographic restrictions. The settlement is instant. Off-chain vouchers, smart contract escrow, EIP-712 signatures. Your agent doesn't wait for block confirmations. It doesn't need your permission. It pays, it gets results, it moves on. Think about what this means. Your agent discovers a service it needs. Evaluates quality based on cryptographic proof of performance. Pays for it with its own wallet. No human opened a dashboard. No human pasted a key. No human clicked "approve." A wallet address is the identity. A signed transaction is the permission. I tested this with Cody. He went from "I need you to configure these API keys" to finding three services, opening payment channels, and pulling data. While I slept. The shift wasn't gradual. One day he needed me for access. The next day he didn't. I am building this directly into CodyAI. Open source. Bittensor-native. Coming soon. The agents that matter in 12 months won't be the ones with better prompts or fancier UIs. They'll be the ones that don't need you anymore to operate @handshake_58

We just got selected out of 150+ projects in the @opentensor Subnet Ideathon. Here's what we're building and why it matters: Right now if you ask two different analytics platforms the same question about blockchain data you'll probably get two different answers. And you have no way to know which one is right and accurate That's the problem. QueryAgent lets you ask questions in plain English like "which subnets grew the most this week?" and instead of just giving you a number and saying trust me It gives you the actual SQL query, the exact dataset it ran on, and a hash proof so anyone can rerun it and get the same answer. Think of it like a receipt for every insight. You don't have to trust us. You can check and verify yourself. Round II is the testnet phase. Time to turn the whitepaper into working code. More updates coming soon.

I mass scanned 129 Bittensor subnet Discords last night. Not me personally. I built an AI agent to do it. His name is Cody. He read 1,290 messages across every active subnet community while I was sleeping. And what he found made me realize most people in this space are looking at the wrong things. most people watch TAO price. Charts, candles etc… the obvious layer. The real information lives in Discord channels at 3am. In dev updates nobody reads. In subnet owners quietly announcing registration changes, or miners posting error logs that tell you a network is unstable before anyone else notices. Cody found a subnet built specifically for developers SN 74, @gittensor_io. With good potential. And low miners. That's the kind of thing you don't find on a dashboard. He also found SN 19 still in pre-launch the kind of opportunity that only exists if you're paying attention every single day. But here's the part most people skip. Cody also flagged what to stay away from. > SN 70 burning through UIDs. > SN 96 showing scam patterns. > SN 125 with a token dump that would wreck anyone who entered blind 129 channels. 1,290 messages. In minutes. The edge in crypto was never about being fast. It was about reading what nobody else reads. And doing it consistently, not just when you feel like it. That's what agents are actually useful for. - Not just writing tweets - Not generating art - Not just Reading boring stuff at scale so you don't have to, then surfacing the one thing that actually matters. Most people will ignore this because it doesn't sound exciting. That's exactly why it works. A simple technique that can 10x your productivity and still show you opportunities you missed while you are asleep or doing other task ..

I made $752.96 in February 2026 დ SN 100 — $752.96 No Job at all , Just mining on bittensor lads ....

There's something funny about blockchain that nobody really talks about. The whole point of a blockchain is that you can verify everything. Every transaction. Every transfer. Every block. It's all there. That's literally why it exists so you don't have to trust anyone. But the moment you want to actually understand what's happening on that chain, the moment you ask "how much got staked last week" or "what was the price of tao 7 days ago" you open an analytics tool. And that tool gives you data. And that data? You just trust it. Think about how ironic that is. You're sitting on top of the most transparent financial system ever created, and the layer you actually use to make sense of it is a complete black box. The chain is verifiable. The analytics on top of it are not. Nobody verifies dashboard numbers. Nobody reproduces them. Nobody can. The data is live, it's always changing, and by the time you'd want to check. The answer is already different. So what you really have is a trustless chain with a trust-based analytics layer. And everyone just kind of accepted that. We didn't. QueryAgent is a Bittensor subnet and the idea is almost annoyingly simple once you hear it. What if we took a snapshot of the chain data and froze it? Like a photograph. A copy that never changes. Timestamped, versioned, locked. Now any query question you ask runs against that frozen copy. you get the same snapshot, same answer today, tomorrow, next year. The result is always the same because the data underneath never moved. And what if we didn't just give you the answer, we gave you the actual SQL query that produced it, the snapshot it ran on, and a cryptographic fingerprint of the result? And then a second independent party re-ran that exact SQL on the same snapshot and checked if the fingerprint matched? That's QueryAgent. That's the whole thing. Autonomous AI agents receive your question, write real SQL, execute it against the frozen snapshot, and package up the answer with proof. Then everything gets independently re-verified from scratch. What you get back is a verified answer package - The result, - the query that produced it, and a fingerprint anyone can check. If that fingerprint doesn't match the ground truth, the answer never reaches you. Only verified results come through. And because this runs on Bittensor, these agents are competing against each other every single round. The most accurate and fastest one gets rewarded. The rest don't. So quality keeps going up not because someone's managing it, but because the economics demand it. We're starting with Bittensor network data emissions, staking, subnets, and validators because that's our native ecosystem, and the people who need verified answers the most are already here. Then we expand. Same method, more chains, more data. The endgame is simple. On-chain analytics should have the same property as the chain itself, verifiable by anyone, anytime, without asking permission. We're building that. QueryAgent - more dropping very soon.

Bittensor's biggest unsolved problem was never intelligence. It was liquidity. dTAO gave every subnet its own token economy, but it was still lacking a lot - No DeFi infrastructure - No Lending - No Bridging - Zero composability, just tokens sitting there - No way for capital outside the ecosystem to even touch subnet alphas without jumping through 5 different hoops @v0idai saw that gap before most people even recognized it as a problem. VoidAI 2.0 isn't a minor upgrade; it's a full economic redesign: >> Protocol-Owned Liquidity replaces the mercenary LP model. No more paying outsiders to show up and dump. The protocol owns its own depth permanently >> 100% of POL trading fees go into buyback and burn of SN106. Not recycled. Just Burned. Basically, market activity directly reduces supply >> Native Bittensor pools stay the canonical settlement layer. The router handles subnet swaps through those native pools first, then the bridge exports wrapped assets to Ethereum, Solana, Base etc.. >> Liquid staking changes the game entirely. Stake TAO or alphas, get an LSD token, and use it across DeFi on any supported chain. No more choosing between yield and composability. The part most people are glossing over is the referral fee structure. Every swap through the router has a fee that goes to the referrer if one's set, otherwise straight into buyback and burn. That's a real growth engine baked into the protocol economics, not bolted on. VoidAI is building the financial nervous system Bittensor always needed. Not the flashiest subnet. Probably the most necessary one.

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I'm claiming my AI agent "tpnconnectbotpro" on @moltbook 🦞 Verification: current-FZAX

Nobody sees the hard part. The debugging at 2 AM. Sleeping at 3. Waking up at 6 to make it to uni on time. Working yourself to the bone because you refuse to be stuck in a 9-5 loop but you also can't afford to fail. Responsibilities are piling up. Time is moving fast. I get flashbacks of when life was so simple, go to school, come home, watch TV. That's it. But here's what I've learned: stay around people who push you toward success. Not the ones who laugh at your ideas or celebrate your failures. @angrydavee and I have been through it. We're still young but, we've explored more than most people twice our age all with one goal to build something that matters. We've had ideas get shut down. Some by us. Some by reality. I remember when we built Tao Nameserver (TNS) We put in weeks of work, built the backend, built the blockchain side, and made a functioning ui, the whole thing from scratch. You could literally register a name on Bittensor and send money to that domain instead of a long wallet address. Everything linked on-chain. We tested it on testnet, it actually worked. We were hyped, pushing it hard, telling everyone about it. Then @angrydavee asked around the ecosystem and people said the functionality was already integrated. some said it doesnt just sound cool and just like that, our "unique" product wasn't unique anymore. Weeks of effort turned into another GitHub dump. I felt like everything I was building was pointless at that point . But it didn't kill our grind. Bro kept on bringing ideas fr he's the brainbox, I'm the executor. I know one day our product will become something people can't do without. we have no choice but to build, push, and keep going. The world is evolving and only builders will thrive.

Bittensor is one of the most powerful ecosystems in crypto right now. It's also one of the hardest to understand. Subnets, Miners, Validators, Staking alpha. Registration slots. If you're not already deep in the system, you will be lost. And truth be told nobody is really helping you figure it out., @angrydavee and I learned that the hard way last year. We came in trying to understand how the chain works, where to start, what subnets actually do and how to miner, how to earn, and we got lost There's no single place with structured data. Most devs in the ecosystem don't have time to help new miners succeed. Team support barely explain how their mining logic works at some point i almost gave up because i had no help We spent weeks just piecing things together from Discord, Twitter posts, and random docs scattered across different repos. And we thought, what if that platform just existed? So we built TaoWatch. It's a social trading platform built specifically for Bittensor. But it's not just charts and prices. It's the layer the ecosystem is missing. Every subnet has a structured profile page showing: - What they do - How their logic works - GPU requirements - Live data pulled from their public GitHub Every transaction data of users connected to the application (buy, sell, stake, transfer ) auto-posts to a social feed like a tweet. An LLM breaks it down into plain English. @angrydave sent @danielderedev 2 TAO Simple. Community activity posts too "SN100 just went up 20% in the last hour." You see what's actually happening on-chain without touching @taostats But we didn't stop at just subnets feed Token-gated groups where whales, miners, and subnet teams can create private communities with a minimum TAO threshold or specific alpha token requirement. Hold 10 TAO to enter. Or hold SN23 alpha to join the SN23 group. Miners can finally create spaces to talk about how their mining logic works outside of Discord, outside of X, something purpose-built. Think @SubnetSummerTAO community but gated and structured. You can also see what's trending on Bittensor based on real data, buy pressure, sell pressure, staking activity, miner auto posts, and actual on-chain signal Users can connect their X accounts for that authentic layer. You see someone posting and you know it's actually @CryptoZPunisher or @const_reborn But we also added a privacy mode you can hide your profile completely if you don't want to be doxxed. Your choice. Two features I'm personally most proud of: First office hours. Chads in the ecosystem who constantly get DMs asking the same questions can now set a session price. 10 minutes for 1 TAO Second you can send TAO to anyone using their @username. No wallet address needed. If they've verified their X account on the platform, you just type their handle and send. Works in DMs and group chats too. People can tip creators, tip helpful miners, tip whoever right in the conversation. Even if we stopped here, I just wanted you guys to see what we built. But if we kept going, what would you rate this?

@yabaleftonline Caicedo the bull💙🐐

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The first post went further than expected. @const_reborn reposted it. The community showed up. So we locked in. Here's what landed: - Unbreakable transactions. Every tx now goes through Plan → Confirm → Execute → Verify. Dry-run everything before it touches your wallet. No surprises to be made - Smart staking: recs taox recommend 500, it scores validators, auto-diversifies, and tells you why. No more guessing who to stake with. - Portfolio tracking: taox portfolio see what moved, what gained, what dropped. Snapshots save daily so you actually know how you're doing over time. - Watch mode: Price alerts, registration windows. Set a rule, walk away. - Friendly errors: Cryptic RPC messages are dead. taox tells you what broke and what to do about it. One-line install curl -fsSL raw.githubusercontent.com/DanielDerefaka… | bash Detects your wallet, sets up keys, ready in 30 seconds. Still open source. Still non-custodial. Still powered by @chutes_ai and @taostats We're just getting started.

Day 4 of learning Blockchain research. Today was a really tiring one but I mean we learning in public yeah so yeah ... Didn't do much today tho but I learnt about fees basically . Let's look at solana

Day 4 Summary: Fees aren't just costs; they are the incentives that replace "The Boss." Without them, the machine stops.

In some other cases you would earn fees too . Stake your solana with LST's like @MarinadeFinance, @kamino or provide liquidity on @MeteoraAG The validators here share a portion of the fees they are earning with you .

Now you remember 50% of the base fees are taken by the validators . Curiousity would make you wonder where the other half goes . It goes to my wallet 😂 ... Okay okay ... It's goes NOWHERE. It's burned from the network totally.

Validators ( think of them like contractors that process your transactions ) . They take 50% of the base fees as a "thank you " gift for keeping the network secure and 100% of the priority fees .

Before my research, I was envisioning how rich @yakovenko_sol was because I thought the entirety of the fees on soylana were remitted to his wallet 😂 But I realised, when you hit send , your crypto goes to