LLMs are pattern matchers, not entropy generators. If you don't dictate specifics, you'll get purple gradients, Sarah Chen testimonials, and 47M$ Sequoia hallucinations. ADDD (Agentic Dictatorship-Driven Development) is the opposite of vibe coding - and it's the only way to get real results.
A CEO tweets about touching 2400 files with a single Cursor prompt. 16 hours runtime. No git diff shown. No verification described. This is Hallucination Driven Development--shipping AI output on faith and calling it engineering.
A .AI founder complains about slow DAG queries while using MongoDB (a document database) for graph operations. Won't read docs. Deploys in-memory graph database on 512MB RAM. Blames software when it crashes. Trusts LLM that hallucinates deprecated versions. Asks if 1M context window fixes architecture. This is Vibe Reporting--and it's killing open source.
Skills are tutorials. MCP servers are executables. One tells Claude what to do. The other does it. The difference matters, and the ecosystem is lying to you about it.
I just watched Claude Code ignore the MCP spec in real-time. The server sent tools/listChanged. The client did nothing. I had to manually reconnect. This is not a feature -- it is a bug hiding behind silence.
LLMs are exoskeletons. They amplify what you already have. The problem: people are using them as a replacement for building anything at all. No friction, no learning, no muscle — just confident parrots shipping half-tested code.
Vibe coders celebrate 30k LOC Rails blogs and 8-container analytics stacks. I built Kaunta — one Go binary, 15MB — because I needed to count pageviews, not run Kafka. The industry of bloat is real, and it's getting louder.
Jensen Huang says spend $250K/year in tokens or you're "using paper and pencil." Meanwhile Anthropic users are posting $150K monthly bills like war trophies. The Phreakers built a movement with a cereal box whistle. You're burning six figures to produce slop.
2 million new packages in 3 years. Most of them are named like someone described their project to a toddler. The registries aren't growing — they're being colonized.
Captain Seuros discovers that small Ruby modernization gains compound exponentially - from 0.58% improvements in state_machines to fleet-wide performance that challenges Rust battleships. The mathematics of incremental engineering and strategic patience.