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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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Injection Defense: Seven Notes on Settling Security Debt

Injection Defense: Seven Notes on Settling Security Debt

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7 min read
CodeSmith Injection Defense: Constitution, Disinfectant, and Approval Gates

CodeSmith Injection Defense: Constitution, Disinfectant, and Approval Gates

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15 min read
From Content Generation to Campaign Execution: What Gemini Agents Could Mean for AI-Enabled Digital Marketing

From Content Generation to Campaign Execution: What Gemini Agents Could Mean for AI-Enabled Digital Marketing

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5 min read
CodeSmith Tool Internals: Close the Syntax Gate Before Writing to Disk

CodeSmith Tool Internals: Close the Syntax Gate Before Writing to Disk

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6 min read
The TDK CLI Hall of Fame Has Ranks. Here's How to Climb Them.

The TDK CLI Hall of Fame Has Ranks. Here's How to Climb Them.

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3 min read
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
MicroBrand Voice Engine: An Agentic Copywriter with Persistent Memory, Guardrails & Observability

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

MicroBrand Voice Engine: An Agentic Copywriter with Persistent Memory, Guardrails & Observability

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4 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
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