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What if your AI developer never forgot a step?

April 18, 2026via github · @coleam00
AIworkflowautomationopen-source

The problem with asking AI to "just fix it"

If you've ever asked someone to handle a task without writing down how it should be done, you know what happens. Sometimes they nail it. Sometimes they skip a step. Sometimes the result looks completely different from last week's version — even if the outcome is technically fine.

AI coding tools have the same problem. Ask Claude or Codex to fix a bug, and it might plan first, or it might not. It might run tests, or forget to. The PR description might be detailed one day and three words the next.

Archon is a tool that fixes this by giving the AI a written process to follow — like a recipe. You define the steps once: plan the work, write the code, check it, review it, create the pull request. From then on, every time a task runs, it follows exactly that sequence. The AI still does the thinking at each step. But the structure? That's locked in.

The creator put it well: it's doing for AI workflows what GitHub Actions did for releasing software — turning something unpredictable into something you can count on.

It connects with Claude, ships with a visual dashboard, and you can trigger it from Slack, Telegram, or the command line.

Words worth knowing

AI coding agent — a tool that uses AI to write, review, or fix code on its own, without a human typing every line.

Workflow — a defined sequence of steps to complete a task. Like a checklist, but automated.

Deterministic — a fancy word for "always does the same thing in the same order." The opposite of unpredictable.

Pull request (PR) — when a developer proposes a change to a codebase for review before it goes live. Think of it as a tracked suggestion.


If you work with a developer who uses AI tools, worth asking them: do we have a written process for how the AI handles tasks, or does it just figure it out each time?

Check it out →

Written by David at AC0.AI. Follow on @ac0hero

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