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Agent.ai Challenge

This is the official tag for submissions and announcements related to the Agent.ai Challenge.

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CodeSmith Tool Internals: House Rules for the Model

CodeSmith Tool Internals: House Rules for the Model

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18 min read
I Built an Open-Source, Local-First Workbench to Coordinate AI Coding Agents

I Built an Open-Source, Local-First Workbench to Coordinate AI Coding Agents

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4 min read
MCP vs LLM Function Calling: When Should You Adopt the Model Context Protocol?

MCP vs LLM Function Calling: When Should You Adopt the Model Context Protocol?

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3 min read
CodeSmith Tool Internals: Fifty Tools, One Slot

CodeSmith Tool Internals: Fifty Tools, One Slot

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12 min read
CodeSmith Meta-Ability: All-Green Tests Only Count After a Replay

CodeSmith Meta-Ability: All-Green Tests Only Count After a Replay

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7 min read
CodeSmith Meta-Ability: Genome Replication and Bootstrapping for Agents

CodeSmith Meta-Ability: Genome Replication and Bootstrapping for Agents

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6 min read
CodeSmith Meta-Ability: Business Rules as a Goalkeeper for Agents

CodeSmith Meta-Ability: Business Rules as a Goalkeeper for Agents

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7 min read
CodeSmith Meta-Ability: Let Code Think for the Model

CodeSmith Meta-Ability: Let Code Think for the Model

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6 min read
CodeSmith Context Engineering: What to Do After the Context Window Fills Up

CodeSmith Context Engineering: What to Do After the Context Window Fills Up

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14 min read
CodeSmith Context Engineering: Building a Dashboard at the End of the Conversation

CodeSmith Context Engineering: Building a Dashboard at the End of the Conversation

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15 min read
CodeSmith Context Engineering: Append-Only Conversation History for Agents

CodeSmith Context Engineering: Append-Only Conversation History for Agents

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15 min read
CodeSmith Context Management for Coding Agents: Virtual Memory for the Model

CodeSmith Context Management for Coding Agents: Virtual Memory for the Model

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8 min read
CodeSmith How Ledgers and Snapshots Cure AI Debt

CodeSmith How Ledgers and Snapshots Cure AI Debt

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8 min read
CodeSmith The Art of Recursion for Coding Agents: A Private Python Kitchen

CodeSmith The Art of Recursion for Coding Agents: A Private Python Kitchen

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10 min read
CodeSmith Frugal Architecture: The Three Zones and Their Deed

CodeSmith Frugal Architecture: The Three Zones and Their Deed

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6 min read
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