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Articles / Tag: Tool Use
#Tool Use

Articles tagged with "Tool Use"

3 articles
ai-development
January 28, 2026

Building Agents with the Claude API: Routing, Vision, and Tool Use

How we use the Claude model family in production agents: Haiku for sub-200ms routing, Sonnet and Opus for judgment, vision for documents, and tool use for actions.

Ostap Kovalisko

Founder & AI Systems Architect

7 min read
ClaudeAnthropicAI Agents
ai-development
January 8, 2026

MCP (Model Context Protocol): The USB Standard for AI Tools

MCP standardizes how AI models connect to tools and data — one server, any client. What it solves, what it doesn't, and when to build MCP-first.

Ostap Kovalisko

Founder & AI Systems Architect

7 min read
MCPModel Context ProtocolAI Agents
ai-agents
October 23, 2025

Tool Use and Function Calling: How AI Agents Touch Real Systems

Function calling is easy to demo and hard to productionize. How we design tool layers for AI agents across 9 connected systems: schemas, idempotency, permissions.

Ostap Kovalisko

Founder & AI Systems Architect

8 min read
Function CallingTool UseAI Agents
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