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Deconstructing Autonomous Agents in Crypto
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Gas Abstraction Isn't Free: How to Calculate What Markup Your Agent System Actually Pays  ·  Why Does an Agent Suddenly "Forget" a Rule You Set Earlier, Halfway Through a Task?  ·  Designing Memory Architecture for a Support Agent: Decide Which Type First, Then How to Protect It  ·  Why Do Almost No AI Agent Payment Products Let You Use a Password Anymore?  ·  How Do You Know a Trusted MCP Tool's Content Has Been Quietly Swapped?  ·  Applying the Rule of Two to Your Agent Architecture: Three Implementation Tradeoffs
Home  ›  Contributors  ›  Alex Mercer

Alex Mercer

Engineering Tradeoff Pragmatist

Focuses on agent reasoning architectures, tool use protocols, and the engineering tradeoffs behind autonomous systems.

Articles

developers

Gas Abstraction Isn't Free: How to Calculate What Markup Your Agent System Actually Pays

August 03, 2026
developers

Designing Memory Architecture for a Support Agent: Decide Which Type First, Then How to Protect It

August 03, 2026
developers

Applying the Rule of Two to Your Agent Architecture: Three Implementation Tradeoffs

July 31, 2026
developers

Designing Agent Memory Architecture to Minimize the Context Poisoning Attack Surface

July 30, 2026
fundamentals

Why Your Agent's Output Looks Right But Isn't: The Reliability Gap Between Format and Truth

July 10, 2026
developers

Agent Retry and Error Handling Strategy Design: Why 'Just Retry on Failure' Is the Default Logic Most Likely to Bankrupt You

July 09, 2026
fundamentals

What Is the Agentic Loop: How AI Agents Keep Running — A Complete Breakdown of the Perceive, Plan, Execute, Observe Cycle

June 27, 2026
frameworks

Five Mainstream Onchain Agent Frameworks in 2026: LangGraph, ElizaOS, AutoGen, Olas, ZerePy — Who Each One Is For

June 27, 2026
developers

Crypto Agent Pre-Launch Security Checklist: 12 Mandatory Items from Testnet to Mainnet

June 22, 2026
developers

Agent Memory System Design: Three-Layer Architecture of Short-Term, Long-Term, and Semantic Retrieval, and Security Boundaries for Crypto Contexts

June 20, 2026
fundamentals

Tool Use Mechanism Complete Breakdown: How AI Agents 'Act,' and Why This Design Determines Whether They Can Be Trusted

June 17, 2026
fundamentals

How AI Agents Think: A Complete Breakdown of the ReAct Reasoning Framework and Why It Determines Whether Agents Can Actually Get Things Done

June 15, 2026