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33 postsERC-8004 trust scores: the naive average crowns the wrong agent
How ERC-8004 reputation should be computed: why naive averaging fails, and how Beta-distribution witness capping fixes it in viem, web3.py, and alloy.
Fine-Tuning Qwen2-VL on AMD MI300X: The ROCm Pitfalls Docs Skip
A development log on fine-tuning Qwen2-VL for blockchain graph classification on AMD MI300X, detailing real ROCm setup and debugging friction.
Fan Loyalty Streaks Move to Solana, Immune to App Resets
Loyalty Ledger stores fan check-in streaks and badges as Solana program accounts, so no app owner can reset, inflate, or delete a fan's history.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comCCIP's Router Pattern: One Immutable Contract Per Chain
A look at Chainlink CCIP's onchain architecture: how an immutable per-chain Router, upgradable OnRamp/OffRamp, and lane-based rate limits redesign cross-chain security.
CertiK Uncovers Five DoS Vulnerabilities in Ethereum's Besu Client
CertiK found five DoS vulnerabilities in Ethereum's Besu client, patched in v26.7.1 with advisories following two weeks later.
Satd: A Guided Code Tour of a Rust-Based Bitcoin Core Compatible Node
A guided tour of satd, a Rust-based full Bitcoin node compatible with Bitcoin Core, covering its architecture and storage design.
AI Agents Can Pay and Hire, But Not Trade Safely
Circle's MPP standardized payments, ERC-8183 standardized hiring, but AI agents still lack a trading standard; Hashlock Markets fills the gap with HTLC.
HTLC Expiry and Force Close: The Most Dangerous Moments in Lightning
Learn about HTLC expiry and force close scenarios in the Lightning Network. Critical insights for engineers.
Satd: Bitcoin Streaming Consumption API
Satd's Bitcoin Streaming Consumption API offers real-time event streaming for wallets and exchanges, addressing key gaps in node consumption.
Autonomous AI Agents Transforming RPC Consumption in Blockchain
Autonomous AI agents are changing RPC load profiles in blockchain. Learn about the necessary infrastructure evolution.