Busy All Day With AI Agents, but Nothing Shipped? Here's Why
You prompted, reviewed and re-ran agents from morning to night, yet nothing moved. Why AI busywork feels like progress, and how to see what actually shipped.
ShotMatic Blog
How solo builders ship many projects with AI agents
The mindset and the process behind ShotMatic — written down so you can use it with or without the app.
Start here: The ShotMatic Method
- The Solo Builder's AI Agent Workflow, From Idea to ReleaseWorkflow
- Memory Lives in Files, Not Chats: Managing AI Agent ContextContext
- Phases, Not To-Do Lists: Project Management for Solo DevsProjects
- How to Run 10 Side Projects in Parallel with AI AgentsMulti-project
- Ship Small Versions: A Release Rhythm for AI-Built AppsVersions
AI Agent Workflow
The end-to-end process of building software with AI agents like Claude Code — from a rough idea to a shipped release, one solo builder.
The Solo Builder's AI Agent Workflow, From Idea to Release
A repeatable workflow for building software alone with AI agents like Claude Code: idea, plan, phases, sessions, review and release — without losing the thread.
Agent Context
How to keep AI coding agents on track: state files, session handoffs, resuming work and writing context an agent can actually use.
Can't Find the Claude Session That Had the Fix?
You know the fix was in a chat last week, but which one? Why AI sessions get lost across projects, and a simple habit that makes the right one a click away.
Stop Re-Explaining Your Project to the AI Every Session
Every new Claude session starts blank, so you retell the project from the top. A short state file ends the ritual. Here's what to put in it and how to use it.
Are You Working for Your AI Agent? The Copy-Paste Trap
Copy context in, paste errors back, re-explain the plan, approve, repeat. How solo devs end up as the AI's assistant, and how to hand the chores back.
Multi-Project
Running five to ten side projects in parallel with AI agents without losing track of what is stuck, dirty or half-done.
Context Switching Between Too Many AI Projects Kills Your Day
Waiting on one agent, you peek at another project, then a third. Why context switching costs more with AI agents, and a simple rule to keep switches cheap.
How to Run 10 Side Projects in Parallel with AI Agents
A practical system for managing many repos with AI coding agents: one screen for status, a morning routine, session hygiene and clean git everywhere.
Project Management
Lightweight project management for solo developers: phases, next steps, scope control and finishing what you start.
The Blocker Buried in Your To-Do List
A stuck task looks just like every other line on your list, so it sits there for a week. How to make blockers visible and deal with them first each day.
What Was the Next Step? Write It Down Before You Stop
You open a project and can't remember what you were about to do. The one-line habit that fixes it, and how to write a next step an AI agent can act on.
No Process, Just Prompts: Why Solo AI Projects Fall Apart
Prompting without a process works for a weekend project and breaks at the third. The minimum process a solo dev needs so AI work adds up instead of piling up.
Versions & Releases
Shipping small versions, writing changelogs, carrying unfinished work forward and keeping a release rhythm with AI-built apps.
Uncommitted Work Across Repos: Did I Actually Save That?
Agents edit files in many repos and you forget to commit. How uncommitted work piles up, why it's risky, and a daily habit that keeps every repo clean.
One Repo, Many Products: Versioning Without Copying Folders
Keep dozens of apps, games and books in a few repos without version chaos: per-product git tags, build files out of git, and clear signs it's time to split.
Ship Small Versions: A Release Rhythm for AI-Built Apps
How to version and release software you build with AI agents: small versions, a plain changelog, carrying unfinished work forward and honest release notes.
Ideas & Brainstorming
Finding, brainstorming, testing and killing product ideas quickly — with AI as a sparring partner, not an oracle.
How to Brainstorm and Kill App Ideas With AI in an Afternoon
A structured way to brainstorm product ideas with an AI sparring partner: generate widely, attack each idea, keep only the ones worth a first version.
Indie Marketing
Marketing for indie makers with many small products: build in public, launch pages, store listings and honest positioning.
Indie Marketing When You Build Many Small Products
Marketing for indie makers shipping many small apps, games or books: one audience, build in public, listing pages that convert, honest positioning.