I'm building a system to track the top 50 (configurable) trending tokens on Solana, powered by @ReiNetwork0x.
The REI agent filters microcaps and analyzes them, assigning a 0β10 score based on weighted factors:
- security
- distribution
- top holders
- unique holders
- liquidity
- age
- social activity
It outputs a thesis, green flags, and red flags.
Currently, a single agent handles all tasks, ingesting extensive data and instructions, which limits scalability with new sources (OHLCV, scraped socials, web context).
Next phase: an agent swarm, with specialists for focused tasks and a master agent aggregating outputs for a cleaner, smarter signal.
π― Goal: strong correlation between score and token performance.
The monolith has identified promising tokens π₯³.
Next steps:
- refine trending token logic (focus on climbers)
- convert to swarm model
- finalize and test scored token endpoints
- build the frontend
π₯οΈ $TORIVA β AI Runs the Business, You Run the Mac
Every AI compute play assumes you need to buy specialized GPU hardware. Toriva's thesis is different: the best AI chip for this job is already sitting in your house.
Apple Silicon runs the same models as GPU servers at 1/20th the power draw, 1/5th the hardware cost, with zero noise. The Mac Mini under someone's desk is a serious AI compute node. Nobody has built a decentralized network of them at scale yet. That's the gap.
Here's the model: @Toriva_ builds and operates autonomous AI businesses. The first is RunMyBiz β an AI platform where agents handle operations across 15 departments. Marketing, finance, customer support, HR, development. Customers pay with a credit card via Stripe. They've never heard of crypto.
Those customers generate tasks. Tasks route to a decentralized network of Mac contributors. Contributors earn 90% of net revenue, paid daily in $TORIVA. The other 10% grows the treasury.
The key insight: revenue comes from outside the ecosystem. A small business owner using RunMyBiz doesn't stop paying because BTC drops 40%. They stop paying when the product stops working. This is not a token ponzi β it's a services business that uses a token for network coordination.
The founder: @JeffKirdeikis Built TrustSwap ($500M peak MC, $3B+ secured on-chain), The Crypto App (5M downloads), raised $100M+ for 50+ startups. Public, verifiable, 8 years shipping in web3. Not anon.
Three phases: software/services β infrastructure (Bittensor mining + compute rental) β physical assets (robots, drones, robotaxis). Each phase funded by the last.
The numbers right now: $1.54M volume on $2.1M MC in 24h. 73% vol/MC ratio. 1516 buys vs 879 sells. +75% in the last 6h. Early, moving.
The biggest UX lesson I had to relearn this cycle was how important it is to keep things simple.
The biggest mistake crypto products make is that they cram every possible feature right at launch.
- Did the users request those features? Maybe
- Do they really need them? No