Articles tagged with "Claude"
How We Built a 30-Action AI Agent Platform in 6 Months
The complete architecture of a production AI agent platform: intent classification, graph-based routing, multi-model consensus, and an approval queue. Real numbers from 6 months in production.
Ostap Kovalisko
Founder & AI Systems Architect
Multi-Model Consensus: Why Critical AI Decisions Need More Than One LLM
How running Claude, GPT and Gemini in parallel turns model disagreement into a signal for human review. Architecture, cost analysis, and when 3x the price is worth it.
Ostap Kovalisko
Founder & AI Systems Architect
LLM Cost Optimization: Small Models for Routing, Big Models for Judgment
Production LLM bills are an architecture problem, not a pricing problem. The tiering, caching, and routing strategies that cut our per-query cost by 90%.
Ostap Kovalisko
Founder & AI Systems Architect
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
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
The Complete Guide to AI Tools Integration: Building Intelligent Applications in 2025
Master AI tools integration with this comprehensive guide. Learn how 78% of organizations are implementing AI, explore OpenAI vs. Anthropic, and discover proven integration patterns that deliver 3.5X ROI.
Eucalipse Team
AI Integration Specialists