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productivity

11 posts with this tag

AI review without memory is just expensive déjà vu

/replan v1.3 and /recheck get three things AI-assisted development needed — project rules as a shared config, memory through lessons.md, an audit trail on disk — and /recheck adds a full /code-review high pass on real code changes. How the pieces compose and what to do this week.

13 min read

Claude Code /goal: Set a Finish Line, Walk Away, Come Back Done

The new /goal slash command in Claude Code 2.1.139 turns Claude into an autonomous agent that keeps working across many turns until a verifiable condition is met. A practical guide — how to write a good goal, where it fails, and where it's worth using this week.

9 min read

Cowork Turns AI from Chat into Work: What to Tackle This Week

Cowork is out of preview, Opus 4.7 changes how you write prompts, and Claude for Small Business packs AI into ready-made workflows. A practical filter on Anthropic's latest — without launching a big pilot.

10 min read

Shift+Tab Is a Trap: Why Your AI Plan Ignores Half Your Codebase

Basic plan mode in Claude Code gives you a decent plan — but /feature-dev and /writing-plans give you a dramatically better one. Here's why the upgrade is worth it.

7 min read

Skills vs. Agents: When You Need a Recipe and When You Need a Chef

Structured prompts or autonomous AI agents? A practical guide across the spectrum from simple prompt to multi-agent system — with real business examples.

9 min read

/loop — How I Turned Claude Code Into an Autonomous Agent

One terminal command turns an AI assistant into an agent that plans, implements, and cleans up. A detailed walkthrough of my /improve-gitlab setup.

10 min read

How to Prepare for an AI Workshop (And Get the Most Out of It)

Practical checklist for teams before an AI workshop. What to install, what to prepare, what to expect.

7 min read

How I built a native macOS app from my phone in one afternoon

DropShot is a menu bar utility for developers. Built in an afternoon from a phone with Claude Code — research, plan, Swift code, CI pipeline. Another 2 hours at the computer for polish.

5 min read

5 Tools I Built for Claude Code – And Why I Use Them Every Day

When AI doesn't work out of the box, you build your own tools. Garbage collector, Telegram notifications, documentation optimizer, remote server setup, and DropShot.

5 min read

How I built an invoicing system with double-entry bookkeeping in 3 days

Invoicing in 1 day, double-entry accounting in 2 more days. AI generated a specification against legislation – 3,430 lines, 142 sources. The system was built overnight.

4 min read