AI Automation for Real Estate: DACH Provider Comparison 2026The DACH real estate sector faces a paradox: property managers, administrators, and developers struggle with margin pressure and talent shortages, yet many invest in AI tools that fail to solve their Oct 9 · 11 min readblckalpaca.hashnode.dev
SearXNG + Crawl4AI: Why We Stopped Renting APIs and Built Our OwnThe promise was simple: eliminate four-figure monthly API bills by self-hosting our research infrastructure. After six weeks running SearXNG and Crawl4AI on our own servers, we've killed the invoices Sep 7 · 8 min readblckalpaca.hashnode.dev
SEO Agency vs. Automation: 2026 Cost Comparison for SMBsMost SEO cost comparisons ignore the elephant in the room: neither agencies nor tools deliver rankings directly—they deliver work packages that you still need to implement. A €2,500/month retainer buyAug 31 · 16 min readblckalpaca.hashnode.dev
AI Content Production Costs: LLM, Images & Publishing 2026Most AI content cost calculators hide half the equation. They show you LLM token prices but conveniently omit image generation, error rates, hosting infrastructure, and the developer hours you'll sinkAug 24 · 12 min readblckalpaca.hashnode.dev
SearXNG + Crawl4AI: Why We Fired SerpAPI and Built Our Own StackThe $920 invoice that arrived in March 2024 wasn't shocking—it was expected. We'd been running SerpAPI and Firecrawl for months, powering four n8n workflows that collected research data for content br1Aug 17 · 9 min readblckalpaca.hashnode.dev
