Blog

Claude API and Fable 5 pricing, plus every lever to cut Anthropic API cost without losing quality: routing, caching, batching, effort tuning.

Claude Fable 5 costs $10/$50 per million tokens, twice Opus 4.8. What drives the bill, when it pays for itself, and how to govern the spend.

The voice AI that pays back for a small business is narrow and boring: after-hours triage, booking, order status. Here is what ships and what to skip.

Turn your task manager into agent memory: an adapter-not-migration CLI and MCP server with hybrid RRF retrieval over TickTick or an Obsidian vault.

Pinecone vs RunPod for vector search: managed serverless against self-hosted Qdrant on rented GPU. Break-even math, latency, and the hybrid most teams ship.

Pinecone vs RunPod are not competitors: one is a vector database, one is GPU compute. What to actually compare, with break-even cost math.

Automate YouTube Shorts end-to-end: pick segments, write hooks with Claude, build CapCut drafts via CLI. Open-source pipeline + my paid blueprint.

Run Claude Code on a local LLM via ANTHROPIC_BASE_URL. Native Anthropic endpoints for Ollama, LM Studio, llama.cpp, vLLM. 32K context floor.

How to choose an LLM for production workloads. 7 selection criteria, a decision tree, an evaluation process, and a requirements checklist from real deployments. Download the free AI Automation Checklist.

Self-hosted LLM vs API cost analysis with break-even math. When to self-host, when to stay on Claude, and the hybrid pattern most production teams actually use. Download the free AI Automation Checklist.

Feature matrix, pricing, reliability and EU hosting across major LLM APIs. Where Anthropic, OpenAI and Google win, and what to pick for production.

Zapier (per-task), Make (per-operation), n8n (per-execution) at 10k / 100k / 1M runs — plus what breaks first in production and when to self-host.