Codanyks | Idea to Legacy

Looking Beyond the Prompt to Understand How Agents Actually Work

A skill is more than instructions. Learn how reliable skills define inputs, outputs, contracts, failures, and flexibility inside agent systems.

Why Most Builders Misunderstand Agents

Why Skills Matter More Than Most AI Builders Realize?

Turning real-time price signals into agent-driven automation with the MCP server.

A final look at how to scale agent memory, build coordination patterns, and extend MCP into real-world systems.

Let your agents coordinate, delegate, and collaborate — all via shared context and clean protocols.

Let agents query, think, and act with real-time context. No frontend required.

Bring the Model Context Protocol to life with a clean, scalable TypeScript implementation using Express, Zod, and http-error-kit.

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