Guides written from real work.
Plain guides, side-by-side tool comparisons and my own research on AI agents, automation and building software. Free to read, no email needed.
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AI agents and voice
How AI agents and phone agents work, and how to build ones you can trust.
10 articlesAutomation
Which tools to pick, and how to connect them so nobody copies data by hand.
9 articlesBuilding software
What custom software costs, how long it takes and when to buy instead.
23 articlesMarketing and AI search
Ads, content and SEO with AI, plus how to show up in AI answers.
19 articlesAutomation
Show every topic- Guide AI lead enrichment that actually works I enriched 254 contacts and had to throw away 44%. Why, and the checks that catch it. Read time 5 min
- Comparison GoHighLevel vs HubSpot Client work in both. Which one fits an agency, which fits a sales team, and the migration cost nobody mentions. Read time 4 min
- Research 44% of enriched contacts were wrong Measured across 254 contacts at 100 companies. Two failure modes, and the check that catches both. Read time 5 min
- Guide Automating a CRM with AI Eight AI-backed functions in a production CRM, and the two I turned back off. Read time 5 min
- Comparison Firecrawl vs Apify vs Puppeteer All three are in my stack for different jobs. A decision tree instead of a winner. Read time 4 min
- Comparison Zapier AI vs n8n AI agents 20+ workflows across both. Where the managed version saves you and where it traps you. Read time 4 min
- Comparison Twilio vs WhatsApp Business API Both wired into live products. Deliverability, cost, and the template approval reality. Read time 4 min
- Comparison n8n vs Make: the deep cut Past the feature table, into error handling, versioning, and what breaks at scale. Read time 4 min
- Comparison n8n vs Zapier vs Make Shipped 20+ workflows across all three. How they differ and how to pick. Read time 5 min
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