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  • How AI Agent Wallets Limit Automatic Spending

    Absolutely. By combining a policy engine with signature isolation, you can set per-transaction limits, daily total caps, and a contract allowlist for an AI agent wallet—transactions that exceed limits
    3 / August 05, 2026
  • How to Read Solscan Nested Instructions: Tracing from Top-Level to CPI Calls

    The core of viewing nested instructions is to look at the "Inner Instructions" on the Sol scan transaction details page. It fully expands a transaction's complete call tree from top-level instructions
    3 / August 05, 2026
  • Why Dune Cross-Chain Aggregation Misses Data: How to Fix Chain Coverage and Token Mapping

    Dune cross-chain aggregation misses data usually for two reasons: either the target chain is not covered by Dune's data, or the token mapping key (token_id) in cross-chain tables is misaligned, treati
    3 / August 05, 2026
  • Data Doubling After Joining Multiple Transfer Tables in Dune: How to Debug Duplicate Rows

    When you join multiple transfer tables and the row count doubles, it's usually because there's a one-to-many relationship between the two tables and you performed a JOIN without enforcing uniqueness i
    2 / August 05, 2026
  • How to Convert Dune Timestamps to Local Time: Block Time and Time Zone Handling

    Block times in Dune are stored in UTC (Coordinated Universal Time) by default, and the query results you see are also in UTC. To convert them to your local time, simply specify your time zone (e.g., '
    3 / August 05, 2026
  • Token Balance 100x Off: How to Fix Decimals Reading Errors

    A balance difference of 100 times doesn't mean your tokens are lost — it's because you viewed the balance without converting by the token's decimals. On-chain storage is always in raw integers; only w
    3 / August 05, 2026
  • Why Event Logs Duplicate: Chain Reorganization and Deduplication Methods for Data Ingestion

    Event log duplication usually stems from chain reorganization (reorg) — a temporary fork on the Ethereum mainnet, where the same transaction's logs from the old chain and the new chain are both broadc
    3 / August 05, 2026
  • How to Find the Real Implementation Address of a Proxy Contract: From Storage Slots to Source Code

    The fastest way to find the real implementation address of a proxy contract is to check a block explorer directly. Alternatively, use Etherscan's "Read as Proxy" page, or call eth_getStorageAt to read
    3 / August 05, 2026
  • How to Decode Calldata Without ABI: Function Selector and Parameter Steps

    You can decode Call dat a without an ABI — look up the function selector (4 bytes) in a public database to find the "function name", then manually split the parameters according to the rules. Even if
    3 / August 05, 2026
  • Transaction Failed but Gas Was Charged: Where to See the Trace Results

    The trace (call trace) of a failed transaction is not visible in the "Internal Txns" tab of block explorers. You need debugging tools that support simulation and tracing (such as Tenderly, Replay tool
    3 / August 05, 2026
  • Etherscan Internal Txns vs Event Logs: Choosing the Right Tool for Fund Flow Tracking

    To trace fund flows, look at Internal Txns first; to check specific operation results and data, use Event Logs. They are fundamentally different—Internal Transactions are "calculated" by Etherscan, wh
    3 / August 05, 2026
  • How to Audit Automated Payments from AI Agent Wallets

    Auditing automated payments from AI agent wallets comes down to three key checks—whether the agent has the authority to sign the transaction, whether the transaction complies with preset spending poli
    3 / August 05, 2026
  • Where to Check Lightning Network Node Capacity

    Check Lightning Network node capacity by visiting 1ML.com for a network-wide overview, or by using a blockchain explorer like OKLink to input a node's public key for specific details. These two channe
    7 / August 05, 2026
  • How to Estimate Bitcoin Transaction Fees Using the Mempool

    The core of estimating fees from the Bitcoin mempool depends on how soon you want the transaction confirmed—the faster, the higher the fee rate (unit: sat/vB). Wallets or block explorers read the curr
    3 / August 05, 2026
  • Does a Decline in Miner Reserves Always Mean Selling?

    Not necessarily. A drop in miner reserves might be selling, but it could also be wallet reorganization, asset migration, or use as collateral for loans — none of which are outright dumping. Equating i
    4 / August 05, 2026
  • What's the Difference Between Realized Cap and Market Cap?

    Market cap answers "what are all coins worth right now?" while realized cap answers "what did everyone actually pay for them?" The wider the gap between the two, the more extreme the market's overall
    2 / August 05, 2026
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