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Deconstructing Autonomous Agents in Crypto
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Agent Fundamentals

Lead · Agent Fundamentals

ERC-8004 Goes Live: AI Agents Finally Get a Reputation System No Single Company Owns

ERC-8004 doesn't give AI agents a wallet — it gives them a reputation. Three onchain registries let any agent be discovered, compared, and verified without a company vouching for either side.
On January 29, 2026, ERC-8004's core registry contracts were formally deployed to the Ethereum mainnet, moving a draft standard called "Trustless Agents" — until then living only on testnets — onto the same blockchain infrastructure securing trillions of dollars in value. The problem this standard addresses is a fairly basic one in the agent economy that had, for a long time, lacked any shared...
Agent Fundamentals
Your Agent Keeps Forgetting Things? The Problem Isn't a Small Context Window — It's What You're Stuffing Into It
Roughly 65% of enterprise AI failures trace back to context drift and memory...
Agent Fundamentals
Why Your Agent's Output Looks Right But Isn't: The Reliability Gap Between Format and Truth
Format correctness makes people let their guard down — that's exactly what...
Agent Fundamentals
How AI Agents Use LLMs for Planning: Four Planning Strategies, Failure Modes, and Dynamic Replanning Design
Four Agent planning failure patterns: plan drift (long Context dilutes plan...
"ERC-8004 doesn't give AI agents a wallet — it gives them a reputation. Three onchain registries let any agent be discovered, compared, and verified without a company vouching for either side."
— AI Agent Bible
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