Building with AI

A running record of ideas, product updates, and lessons learned.
Diagram showing MCP architecture with clients, servers, and transport layers
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The Complete Guide to Model Context Protocol (MCP)
Engineering—10 min read—Jakub Swistak
Dashboard showing chatbot performance metrics and KPI charts
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Chatbot KPIs: What to Measure, How to Track It, and What the Numbers Mean
Insights—8 min read—Jakub Swistak
Three AI agent pricing models orbiting a central pricing node, with per-resolution highlighted as the aligned model
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AI Agent Pricing Models 2026: Per-Resolution vs Per-Seat Compared
Insights—13 min read—Patryk Lasek
Telegram chat interface showing an AI roleplay conversation
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AI Roleplay Bots on Telegram: How They Work and How to Build One
Tutorials—10 min read—Jakub Swistak
Thumbnail for AI Chatbot for E-commerce: The 2026 Operator's Guide
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AI Chatbot for E-commerce: The 2026 Operator's Guide
Artificial Intelligence—13 min read—Patryk Lasek
AI agent platform architecture showing memory, planning, tools, and governance modules connected to a central reasoning loop
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AI Agent Platforms in 2026: Comparison & Buyer's Guide
Insights—13 min read—Patryk Lasek
Comparison of AI Discord bots showing feature matrices
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Best AI Discord Bots in 2026
Insights—12 min read—Jakub Swistak
AI agent resolving customer service tickets from inbound queue to closed resolution
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AI Agent for Customer Service: 2026 Deployment & Pricing Guide
Insights—14 min read—Patryk Lasek
Comparison table of free AI Discord bot options
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Free AI Discord Bots: What's Available and What's the Catch
Insights—11 min read—Jakub Swistak
AI agent handling SaaS customer support workflows
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AI Agent for SaaS Customer Support: Workflows, Setup, and Metrics (2026)
Product—11 min read—Patryk Lasek
WhatsApp AI chatbot conversation on a mobile device
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WhatsApp AI Chatbot for Business: Setup, Platforms, and Pricing (2026)
Tutorials—9 min read—Patryk Lasek
Side-by-side comparison of rule-based chatbot interface with MATCH/FALLBACK intents versus AI agent with tool calls and reasoning loop
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AI Agent vs Chatbot (2026): Key Differences and Which One to Use
Product—14 min read—Patryk Lasek