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 4, 2026 · 13 min

GPU 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 min

Migrate 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 min

Qdrant 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 min

ChatGPT 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 min

Teedian: 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 min

MCP 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 min

AI 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 · 19 min

Claude 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.

The context layer for your AI agents

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.