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Intermediate Guides

Ready to go deeper? Explore DeFi protocols, staking strategies, cross-chain bridges, Layer 2 solutions, and more.

52 guides available
Medium

AI's Biggest Flaw: It Will Never Say "I Don't Know"

When AI encounters a knowledge gap, it doesn't stop — it invents. Here's why that's a bigger problem than most deployments account for.

#ai#artificial intelligence#hallucination#ai safety+1
GuideRead →
Medium

The Cult of Complexity: Why Web3 Naming Systems Make (and Break) Us

Web3 names things badly on purpose. Understanding why is the first step to knowing whether that's a problem worth solving.

#web3 culture#ux#naming#adoption+1
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Medium

The Internet Is About to Get Weird Again

AI agents with owned domains are about to bring back the creative chaos of the early web — and that's a very good thing.

#ai#web3#domains#future of internet+1
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Medium

In Crypto, Even Honest Failure Looks Like Fraud

Web3 has made it easier to rebrand after scamming than to recover after building and failing. That needs to change.

#crypto culture#transparency#startups#accountability
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Medium

Meme Coiners Got Rich Off Coinbase's Lack of Community

When anonymous developers mimicked Coinbase's brand and launched a $21M meme coin, the real story was how easily it could have been stopped — and wasn…

#community#coinbase#meme coins#crypto culture+1
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Medium

DeFi Lending Protocols: Aave vs Compound

Compare how Aave and Compound handle interest rate models, collateral factors, liquidations, and governance.

#aave#compound#lending#liquidations
16 min readRead →
Medium

Setting Up a Bitcoin Lightning Node

How to install LND or CLN, open channels, manage liquidity, and start routing payments on the Lightning Network.

#lightning#lnd#node#payments
30 min readRead →
Medium

Optimistic vs ZK Rollups: The Full Comparison

How optimistic rollups (Arbitrum, Optimism) and ZK rollups (zkSync, Starknet, Scroll) differ in proofs, costs, and trust assumptions.

#rollups#zk-proofs#optimistic#scaling
18 min readRead →
Medium

Tokenised US Treasuries: How They Work On-Chain

How projects like Ondo Finance and Franklin Templeton bring short-duration T-bill exposure on-chain, and the regulatory considerations.

#rwa#tokenization#treasuries#ondo
15 min readRead →
Medium

DeFi Tax Events: What Triggers a Taxable Event?

A comprehensive breakdown of which DeFi activities are taxable in the US: swaps, liquidity provision, staking rewards, airdrops, and NFT trades.

#tax#defi#irs#capital-gains
19 min readRead →
Medium

Liquid Staking Derivatives: stETH, rETH, cbETH Compared

A comprehensive comparison of the largest liquid staking tokens: mechanics, risks, yields, and DeFi integrations.

#lsd#lido#rocketpool#liquid-staking
14 min readRead →
Medium

Cross-Chain Bridges: Risks and Architecture

Why bridges are the most exploited category in crypto, how lock-and-mint vs liquidity-pool bridges work, and how to assess bridge risk.

#bridges#security#cross-chain#hacks
20 min readRead →