Guides
Guides
Comparison guides and decision frameworks for AI automation. Each one leads with a verdict, then shows the numbers, the tradeoffs and the edge cases that change the answer.
April 11, 2026 · 9 minClaude API vs OpenAI API: A Business Decision Brief
Compare Claude and OpenAI on one real workflow: accepted results, data access, retries and operating cost. Leave with a brief your team can approve.
April 11, 2026 · 9 minAI Agents: Build vs Buy (2026 Decision Framework)
Should you build a custom AI agent or buy off-the-shelf? Cost analysis, hybrid approach, and when to hire a freelancer vs building in-house. Download the free AI Automation Checklist.
April 10, 2026 · 18 minProduction AI Agent Architecture: Patterns That Actually Ship
Production AI agent architecture patterns: router-planner-executor, ReAct, Reflexion, tool design, state, and testing. The playbook for agents that survive real traffic.
April 6, 2026 · 15 minHetzner vs AWS for AI Workloads: The Honest Breakdown (2026)
Hetzner vs AWS for AI workloads in 2026: where each wins, price-per-spec comparison, GPU reality, egress traps, and a realistic decision framework. Download the free AI Automation Checklist.
April 4, 2026 · 13 minGPU Cloud Comparison for AI Inference: 2026 Reality Check
GPU cloud comparison for AI inference in 2026. Lambda, RunPod, CoreWeave, Hetzner, AWS, GCP head-to-head on price, features, and workload fit. Download the free AI Automation Checklist.
April 4, 2026 · 13 minMigrate OpenAI to Claude: API Migration Guide for 2026
How to migrate OpenAI to Claude: API deltas, feature map, model selection, side-by-side code, cost math, and a 2-week migration plan that actually ships. Download the free AI Automation Checklist.
April 3, 2026 · 16 minQdrant vs Pinecone vs Weaviate: Production Vector DB Comparison 2026
Qdrant vs Pinecone vs Weaviate compared on filtering, hybrid search, quantization, and cost. Opinionated verdict for self-hosted and managed RAG. Download the free AI Automation Checklist.
April 3, 2026 · 17 minChatGPT vs Claude Vergleich: Welche KI für DACH-Teams 2026
ChatGPT vs Claude Vergleich 2026: Features, Kosten, DSGVO und Entwickler-Erfahrung. Klare Empfehlung, welches Modell für welchen Workload passt. Jetzt kostenlose KI-Automatisierungs-Checkliste downloaden.
April 2, 2026 · 9 minTeedian: AI Content Operations Engine for Make.com, n8n, Notion
Teedian is an AI content operations engine that orchestrates briefings, drafts, approvals, and cross-posting through Make.com, n8n, and Claude. Download the free AI Automation Checklist.
April 2, 2026 · 11 minMCP vs Custom API Integration: When Each One Actually Wins
MCP vs custom API integration, decided by real production tradeoffs. When to use an MCP server, when to stay with tools in your Claude code, and how to choose. Download the free AI Automation Checklist.
March 28, 2026 · 9 minAI GitHub Issue Triage with DraftCat: Human in the Loop
DraftCat is an AI GitHub issue triage tool. Detects duplicates, classifies severity, drafts labels and comments. Maintainer approves every action. Download the free AI Automation Checklist.
March 26, 2026 · 20 minClaude API Tool Use: input_schema Draft 2020-12 Restrictions
Which JSON Schema draft 2020-12 keywords Claude's input_schema enforces: the strict-mode restriction list, what plain tool use ignores, and fixes.
Your agents answer from whatever the retriever finds, and too often that is last quarter's truth. I build the context layer they answer and act from: a temporal knowledge graph that keeps every fact with its source and the time it held, reads with each person's own permissions, and writes nothing without a person's approval. On your own tenant, billed by the hour, step by step.