Insights.

Working notes from systems we actually ship: AI agents, LLM economics, enterprise software decisions. No filler - every piece comes from production experience.

AI2026-07-237 min

What are AI agents? A business owner’s guide

AI agents explained without the hype: what they are, what they can and cannot automate, what they cost to run, and how to judge whether your business process is a fit.

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AI2026-07-238 min

The LLM cost guide: OpenAI vs Claude vs Gemini vs open models

How to think about LLM costs in production: token pricing vs real per-task economics, model routing, caching, and when self-hosted open models beat APIs.

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Enterprise2026-07-237 min

Custom ERP vs off-the-shelf: the real cost comparison

A practical comparison of custom ERP development against SAP, Odoo, and Zoho: licensing, implementation, change costs, and when each choice actually wins.

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AI2026-07-238 min

How to automate B2B lead generation with AI

The actual architecture of AI-automated B2B lead generation: discovery, enrichment, scoring, and outreach - with the human checkpoints that keep it effective.

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