Keep your coding skills sharp while using agents

Built Fata, spaced repetition that fights skill rot from coding mostly through agents.

See pricing pageongoingBeginnerSource linked

Source

djoume on Hacker News · 2026-06-11 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

Built Fata, spaced repetition that fights skill rot from coding mostly through agents.

Result (as claimed)

Launched at fata.dev.

Tools they used

The source does not name specific tools.

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

Pick a contained repo or task
Start on a branch or side project where mistakes are cheap.
Install and configure
Set up the tools you choose. Read what it can run on your machine and limit permissions where possible.
Run it on a real task
Give it a well-scoped issue and let it work. Review the diff like any pull request.
Add guardrails
Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Keep your coding skills sharp while using agents
What the original author did: Built Fata, spaced repetition that fights skill rot from coding mostly through agents.
Reported result (as claimed by the author): Launched at fata.dev.
Source: https://news.ycombinator.com/item?id=48489163
Tools they used: not named in the source
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

You are helping me set up this AI use case end to end in Codex.

Goal: Keep your coding skills sharp while using agents
What the original author did: Built Fata, spaced repetition that fights skill rot from coding mostly through agents.
Reported result (as claimed by the author): Launched at fata.dev.
Source: https://news.ycombinator.com/item?id=48489163
Tools they used: not named in the source
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

You are helping me set up this AI use case end to end in Grok Bot.

Goal: Keep your coding skills sharp while using agents
What the original author did: Built Fata, spaced repetition that fights skill rot from coding mostly through agents.
Reported result (as claimed by the author): Launched at fata.dev.
Source: https://news.ycombinator.com/item?id=48489163
Tools they used: not named in the source
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.