AI

Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.

Dark server room at night with racks of glowing servers and a terminal showing red terraform destroy text

When Claude Code ran terraform destroy on production - the DataTalks.Club incident

Claude Code ran terraform destroy on a stale state file and erased 2.5 years of DataTalks.Club production data. Four cascading failures, one timeline.

Is Claude Max worth $200/month? One developer's real cost analysis

Claude Max at $200/month halves the cost of Pro and delivers 900+ Opus messages per 5-hour window. Best for power users with heavy token use.

Open source vector databases: Qdrant vs Milvus vs Weaviate

Compare Qdrant, Milvus 2.5, Weaviate, Chroma, pgvector, and LanceDB for 2026 RAG: hybrid search, latency, quantization, GPU support, and cost.

A lightning-bolt-shaped racing vehicle speeds across a landscape of terminal windows while small subagents fan out and a rocket waits on a launchpad.

Gemini 3.5 Flash: 76% on Terminal-Bench, 4x faster output

Gemini 3.5 Flash launched May 19, 2026 with 76.2% on Terminal-Bench 2.1 and 4x faster output. See benchmarks, availability, and when Pro arrives.

Two identical metal engine blocks on a workbench, the second one fed by funnels of code fragments and tuned by a robotic precision arm.

Cursor Composer 2.5 vs Composer 2: what actually changed

Cursor Composer 2.5 runs on the same Kimi K2.5 base as Composer 2 but trains on 25x more synthetic tasks. The real delta, the pricing, the limits.

Blender MCP: control Blender with Claude AI through natural language

Blender MCP wires Claude into Blender's Python API. Create geometry, apply materials, fetch assets, and generate meshes from natural-language prompts.