# productivity

Vibe Coding is refined sugar for creation, compressing months of effort into seconds. The rush is not it works, but I cannot believe it works. The author dissects dopamine, consumption disguised as creation, and the vertigo of infinite possibilities.

Anson Ho tested AI on real job tasks (web apps, articles, content). AI excels on benchmarks but struggles with real work. Forecast: 2026 safe, 2028-2029 a turning point.

Software engineer Zakk created an 'automatic discipline' productivity system using his OpenClaw agent and LogSeq. It automates overnight reports, 4:30 PM check-ins, and weekly/monthly reviews. The system runs itself, removing the need for willpower. Full templates included.

HashiCorp co-founder Mitchell shares his 6-step journey from AI skeptic to 'can't go back' — drop the chatbot, reproduce your work with agents, and end-of-day agent sessions

The key to going from 'AI user' to 'AI master': turn fragmented AI usage into a systematic workflow. Build a complete system with Claude Code for memory, content reuse, and methodology accumulation.

Boris Cherny shows how he uses Claude Code to build Claude Code itself — 5 parallel terminals, all Opus 4.5, shipping 27 PRs per day

Anthropic launches Cowork — bringing Claude Code's agent capabilities to non-engineers, letting you organize files, compile spreadsheets, and write reports through conversation

Internal Claude Code team tips revealed: run parallel worktrees, invest in CLAUDE.md, create your own Skills, use voice input, enable Learning Mode. Remember: there's no one 'right' way to use it.