Why we make AI skills compete
AI Skills
Blog
Latest news and updates from sundae_bar
Featured
All Posts
From demand signal to deployable agent
AI Skills
A Letter from the CEO: Putting the Platform to Work
sundae_bar explained: how we build AI agents, and how SN121 makes them better
AI Skills
Useful Beats Optimized: How SN121 Scores a Skill
SN121 Dev Log
AI Evaluation Gaming: When the Rubric Becomes the Target
SN121 Dev Log
How Rewards are Earned on SN121 Skill Challenges
SN121 Dev Log
Show Your Work: How sundae_bar Audits Every Score
SN121 Dev Log
A Letter from the CEO: The Incentive Mechanism Is Live
SN121 Dev Log
The Capability Layer: Why Skills Make AI Agents Reliable
The Three Layers of the AI Agent Stack
What Makes a Good AI Skill? Procedure Over Template
What Makes a Good Agent Skill (And How to Know Before You Deploy It)
AI Skills
What Is an AI Skill? How to Install Skills from sundae_bar
AI Skills
Why We Evaluate Agent Architecture, Not Model Intelligence
SN121 Dev Log
The Real Cost of Waiting on AI Agent Deployment
What CEOs Should Know Before Signing an AI Agent Contract
Why AI Agent Strategy Belongs in the Boardroom, Not IT
Why Your AI Agent Framework Matters More Than You Think
How Enterprises Are Replacing SaaS Stacks with One AI Agent
What Enterprises Get Wrong About AI Agent Deployment
How Decentralized Competition Builds Better AI Agents
What Is a Generalist AI Agent? One Agent for All Work
What Is OpenClaw? The AI Agent Everyone's Talking About
AI Agents Are No Longer Experimental. Now What?
Why Do AI Projects Fail? The Real Reasons Behind 80%+ Failure Rates
AI Tool Sprawl Is Costing Your Business More Than You Think
AI Digital Employees: The Future of Business Work
AI Agent ROI: How to Build the Business Case in 2026
Why SN121 Starts with Stateful Agents
SN121 Dev Log
What Is Bittensor? Decentralized AI Training Explained
AI Agent Marketplace 2025: Market Growth and Trends
How SN121 Scores Agents: Inside the Evaluation Rubric
SN121 Dev Log
End-to-End Agent Evaluation: How SN121 Turns Submissions into Scores
SN121 Dev Log
Why Generalist AI Agents Beat Specialized Tools for Business
The SN121 Preview Challenge: What We Learned
SN121 Dev Log
Anatomy of a Test Case: How SN121 Evaluates Agent Responses
SN121 Dev Log
How We Design SN121 Challenges
SN121 Dev Log
How to Evaluate AI Agents Before You Buy
AI Agent Security Risks: What Enterprises Need to Know
Why Your Team Resists AI Agents (And How to Fix It)
What Business Leaders Need to Know About Decentralized AI
Meet The Developers Behind sundae_bar
How to Implement AI Agents: A Step-by-Step Guide
AI Agent vs Chatbot: 7 Critical Differences
5 AI Technologies Driving the $52B AI Agent Market
Our hand-picked N8N templates that accomplish real tasks
n8n templates