Learn DeFi

The fundamental case for decentralized money. Understand blockchain as institutional technology that codifies trust and property rights without intermediaries.

How governments freeze deposits, confiscate assets, and impose capital controls — 7 case studies from 1933 to 2022, CBDC risks, and defensive hedges.

How blockchain actually works: blocks, chains, consensus mechanisms (PoW vs PoS), and why decentralization creates trustless verification.

Hot wallets vs cold wallets, seed phrases, hardware wallets, and account abstraction. Everything you need to know about securing your crypto.

The digital dollars powering crypto: fiat-backed (USDC, USDT), algorithmic, and crypto-collateralized stablecoins. $12T+ in annual volume.

Crypto delivering real value today: remittances, inflation hedging, financial inclusion for the unbanked, and humanitarian aid.

Introduction to decentralized finance: lending, borrowing, DEXs, yield farming, and how to get started safely with your first DeFi transactions.

The 6 types of crypto Exchange Traded Products: spot, futures, leveraged, index, staking, and active. Fee structures, risks, and how each type affects your thesis.

Every ~4 years, Bitcoin's block reward halves. Understand the supply shock mechanics, historical price patterns, and miner economics that make halvings a thesis cornerstone.

How Bitcoin mining works as an economic system: hash rate, difficulty adjustment, cost of production, and why mining economics set a fundamental price floor.

Bitcoin's primary Layer 2 enables millions of instant, near-free payments through off-chain channels. How Lightning works and why it matters for Bitcoin's utility thesis.

ZK-rollup using STARK proofs. Cairo language, sequencer architecture, Bolt upgrade, Cairo Native execution, and Bitcoin integration plans.

Beyond APY: real vs nominal returns, inflation dynamics, restaking risks (EigenLayer), liquid staking, and validator operational lessons.

EVM vs SVM vs AltVMs: execution environments, trade-offs between decentralization and performance. Monad's approach to EVM optimization.

Blockchain's hidden scaling challenge. Verkle trees, SeiDB, MonadDB, Fuel's state rehydration, and economic approaches to state management.

How ERC-4337 transforms crypto UX: programmable wallets, social recovery, gas sponsorship, session keys, and the end of seed phrase anxiety.

Understand how ve(3,3) models align incentives between liquidity providers, token holders, and protocols. The mechanism behind Curve, Velodrome, and Aerodrome.

Why audits matter, why audited contracts still get hacked, and how to think about security beyond code review. The layers of DeFi defense.

How distributed GPU networks aim to democratize AI infrastructure. Understand training vs inference, the crypto x AI thesis, and how to evaluate projects in this space.

How protocols coordinate training across distributed contributors. Understand DiLoCo, DisTrO, and why reinforcement learning makes decentralization viable.

Prove you know something without revealing it. Understand how ZK proofs work, SNARKs vs STARKs, and why they're transforming blockchain scaling and privacy.

How protocols use treasury funds to repurchase their own tokens. When buybacks make sense, common pitfalls, and alternatives like veTokenomics and revenue sharing.

Will quantum computers break Bitcoin? Understand ECDSA vulnerabilities, realistic timelines, which coins are at risk, and how Bitcoin can prepare for the post-quantum era.

How HTTP 402 and the x402 protocol enable native internet payments and micropayments for AI agents using stablecoins on Base.

How DeFi vaults work: yield aggregators, lending vaults, ERC-4626 standard. Understand the risks and opportunities in automated asset management.

Why DCF falls short for L1 tokens. Demand-based valuation, monetary premium, and fee capture dynamics for Ethereum, Solana, and other chains.

How tokenization brings real-world assets on-chain. From treasuries ($7.3B) to private credit ($17B), the bridge between TradFi and DeFi.

Token vs equity, valuation frameworks, supply mechanics, allocation benchmarks, and vesting schedules. Master tokenomics analysis.

Compare blockchain privacy technologies: Trusted Execution Environments, Fully Homomorphic Encryption, and Multi-Party Computation.

Stablecoin types, yield-bearing stables ($22B market), GENIUS Act regulation, payment chains, and risk frameworks for the $300B+ market.

How crypto prediction markets work: Polymarket, Kalshi, Azuro mechanics, order books vs AMMs, and the $10B monthly market.

How perps work: funding rates, leverage mechanics, liquidations, and the $58T market that dominates crypto trading.

How to measure protocol economics: fees vs revenue, active vs passive claims, P/S ratios, and sustainable value accrual.

How DeFi money markets work: Aave, Compound, interest rate mechanics, LTV ratios, liquidations, and the $33B lending sector.

The complete guide to Aave, the leading DeFi lending protocol. Interest rate mechanics, risk parameters, AAVE tokenomics, GHO stablecoin, and how to use the protocol.

What MEV is, how sandwich attacks and arbitrage work, Flashbots Protect, and the $1.1B extraction industry reshaping DeFi.

How crypto market makers work: Wintermute, GSR, bid-ask spreads, token loan models, and the business of providing liquidity.

How blockchains communicate: bridges, messaging protocols, token standards (OFT, xERC20), and the $2.87B in bridge exploits.

Vote on values, bet on beliefs. How prediction markets can replace traditional DAO voting for better governance.

Soft forks vs hard forks: how blockchains upgrade, why chains split, and what forks mean for your investments.

How flash loans work: uncollateralized borrowing in a single transaction, arbitrage and liquidation use cases, and $300M+ in exploits.

How Automated Market Makers work: constant product formula (x*y=k), liquidity provision, impermanent loss, and concentrated liquidity.

How modular lending works: Morpho Blue isolated markets, MetaMorpho vaults, risk curation, and the evolution of DeFi lending.

How Euler V2 works: Euler Vault Kit (EVK), Ethereum Vault Connector (EVC), nested vaults, and comparison with Morpho Blue.

How intent-based trading works: solvers, RFQs, batch auctions, MEV protection, and protocols like CoWSwap and UniswapX.

Advanced security: frontend exploits, liquidation vulnerabilities, supply chain attacks, and the SeC FiT PrO risk rating framework.

Decentralized Physical Infrastructure Networks: tokenomics models, burn-and-mint equilibrium, and evaluation frameworks.

How protocols bootstrap TVL: pre-deposit vaults, yield syndicates, risk curators, and lessons from EigenLayer, Blast, Berachain.

PoW vs PoS vs BFT: security tradeoffs, attack vectors, failure modes, and how blockchains achieve agreement.

Probabilistic vs deterministic finality, reorg risks, settlement guarantees, and capital efficiency implications.

Price manipulation attacks, TWAP vs Chainlink, flash loan exploits, and how to evaluate oracle security.

Why DA matters for rollups, how DAS works, Celestia vs EigenDA comparison, and the modular blockchain thesis.

L3 architecture, rollup business model, Arbitrum Orbit vs OP Stack, and Polygon AggLayer. The scaling debate beyond L2.

Strategy/MSTR model: premium to NAV, convertible debt, BTC yield, and why most DATs will fail.

Delta-neutral synthetic dollar: tokenized basis trades, funding rate mechanics, sUSDe yield, and the Ethena ecosystem.

The custody trilemma, MPC vs multisig, prime brokerage infrastructure, compliance frameworks, and enterprise security.

Breaking sequential execution: Monad, Sei v2, Solana Sealevel, Block-STM, and performance trade-offs.

How forced liquidations trigger chain reactions: margin mechanics, cascade dynamics, insurance funds, and what they mean for regime transitions.

Reading funding rates as sentiment signals: how perpetual futures pricing reveals market positioning, regime transitions, and basis trading opportunities.

Using open interest as a derivatives signal: divergence patterns, OI vs volume, fragility detection, and how OI feeds into the signal framework.

Self-custody vs exchange custody: how keys work, hardware wallets, institutional solutions, historical failures, and choosing the right model for your needs.

How vesting schedules, cliff events, and supply unlocks drive price action: reading unlock calendars, FDV vs market cap, and thesis invalidation triggers.

Read candlestick charts, identify support/resistance, use moving averages and momentum indicators. Crypto-specific TA considerations for 24/7 volatile markets.

MVRV, SOPR, exchange flows, whale watching, and NVT ratio. Read the blockchain like a pro to identify accumulation, distribution, and cycle turning points.

From ERC-20 fungible tokens to ERC-721 NFTs and ERC-4626 vaults. Understanding token standards is key to evaluating any Ethereum-based project.

How restaking extends staked ETH to secure additional protocols. EigenLayer mechanics, the compounding risk stack, LRTs, and what it means for Ethereum's security.

Leverage amplifies gains and losses. Margin types, liquidation mechanics, position sizing, and risk management for crypto's 24/7 volatile markets.

Why most crypto portfolios aren't truly diversified. Correlation analysis, position sizing frameworks, drawdown management, and the naive diversification trap.

The complete guide to Base's dominant DEX. Understand ve(3,3) mechanics, gauge voting, bribes, LP strategies, and the MetaDEX03 upgrade.

Compare zkSync, StarkNet, Polygon zkEVM, Scroll, RISC Zero, and SP1. Understand the zkEVM Type spectrum, zkVM approaches, and how to evaluate ZK projects.

A practical framework for assessing protocol safety. Learn how to read audit reports, recognize red flags, and evaluate security practices before depositing funds.

How DAOs make decisions: governance tokens, proposal lifecycles, delegation, quorum, and timelocks. The fundamentals of decentralized organizations.

Compare token-weighted, quadratic, conviction, futarchy, and holographic consensus. Understand the tradeoffs between different voting systems.

Flash loan exploits, vote buying, dark DAOs, treasury raids. Real attack case studies and defense mechanisms for governance security.

Wyoming DAO LLC, DUNA, Cayman Foundation—navigate legal options for DAOs. Liability protection, tax implications, and regulatory considerations.

The complete guide to yield tokenization. Understand PT/YT tokens, the custom AMM, vePENDLE governance, and strategies for fixed vs variable yield.

The complete guide to the synthetic dollar protocol. Understand USDe's delta-neutral design, sUSDe yield, funding rate mechanics, and risk factors.

The complete guide to tokenized real-world assets. Understand USDY, OUSG, how Treasury yields come on-chain, and Flux Finance lending.

The complete guide to institutional credit markets. Understand undercollateralized lending, Pool Delegates, Syrup vaults, and credit risk.

Understanding yield sources, risk stacking, leverage loops, and how to evaluate whether a DeFi yield is sustainable or a house of cards.

The hidden cost of providing liquidity. IL math, fee revenue vs IL tradeoff, LVR framework, concentrated liquidity amplification, and strategies to manage IL.

The complete guide to the leading privacy cryptocurrency. Understand ring signatures, stealth addresses, RingCT, and Monero's privacy-by-default approach.

The complete guide to zk-SNARK powered privacy. Understand shielded transactions, the trusted setup, Halo proving system, and transparent vs private addresses.

The complete guide to Bittensor's decentralized AI network. Understand subnets, the dTAO mechanism, TAO tokenomics, mining, validation, and how to participate.

Understanding autonomous AI agents, frameworks like ELIZA, ai16z and agent DAOs, tokenomics models, and how to evaluate this emerging sector.

The complete guide to the decentralized cloud marketplace. Understand the supercloud architecture, AKT tokenomics, provider economics, and GPU marketplace dynamics.

Compare protocols building decentralized AI training: Nous Research, Prime Intellect, Pluralis, Gensyn, and Templar. Technical approaches, incentive models, and investment angles.