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🌀Learn Vibe Coding: Agentic Development Workflows

Vibe coding looks like magic until production breaks. This path separates the surface practice — chatting code into being — from the engineering discipline that keeps the result maintainable, ending with a guardrail playbook your team can actually follow.

Applied14 drops~2-week path · 5–8 min/daytechnologyai

Phase 1Where Vibe Coding Came From — and Why It Works Now

Trace where vibe coding came from and why it works now

4 drops
  1. Vibe coding is a posture, not a tool

    6 min

    Vibe coding is a posture toward authorship, not a feature in any IDE.

  2. Agents got long enough memory to stop being toys

    6 min

    Long context plus reliable tool use, not raw IQ, is what turned agents into plausible coding partners.

  3. The trade isn't speed for quality — it's speed for legibility

    6 min

    Vibe coding trades author-level legibility for throughput, and the value of that trade depends on the code's blast radius.

  4. Vibe coding has a blast radius — name it before you start

    6 min

    Define the blast radius — files, modules, behavior — before you prompt, not after the diff lands.

Phase 2Walking a Feature Through the Loop

Walk a real feature through a vibe-coding loop with checkpoints

5 drops
  1. Spend the first turn writing the spec, not the code

    6 min

    A one-paragraph spec written before the first prompt saves three rounds of misread intent.

  2. Make the agent stop on its own — at every checkpoint

    6 min

    Insert mandatory pauses every 1-3 file changes; never let an agent run unbroken across a whole feature.

  3. Write the test before the code, even when the agent is writing both

    6 min

    Author at least one test yourself per feature; the agent's own tests grade its own work.

  4. Read the diff like a stranger wrote it — because one did

    6 min

    Review every agent diff as if it came from a stranger; the prompt is not the implementation.

  5. Reset early; long sessions hide compounding errors

    6 min

    Reset the session whenever you notice drift; sunk-cost thinking ruins more vibe-coding sessions than bad prompts do.

Phase 3Where Vibe Coding Falls Apart

See where it falls down — refactors, security, AI code review

4 drops
  1. Refactors are where vibe coding most quietly fails

    7 min

    Refactors are where vibe coding most quietly fails

  2. Debugging vibe-coded code without your usual reflexes

    7 min

    Debugging vibe-coded code without your usual reflexes

  3. Security holes the agent will cheerfully ship

    7 min

    Security holes the agent will cheerfully ship

  4. When the AI reviewer and the AI author are the same model

    7 min

    When the AI reviewer and the AI author are the same model

Phase 4Your Team's Vibe-Coding Playbook

Write the guardrails that let your team vibe-code without debt

1 drop
  1. Write the one-page vibe-coding playbook your team can follow

    20 min

    Write the one-page vibe-coding playbook your team can follow

Frequently asked questions

What is vibe coding and how is it different from regular AI-assisted coding?
This is covered in the “Learn Vibe Coding: Agentic Development Workflows” learning path. Start with daily 5-minute micro-lessons that build from fundamentals to hands-on application.
Does vibe coding actually work for production code or only prototypes?
This is covered in the “Learn Vibe Coding: Agentic Development Workflows” learning path. Start with daily 5-minute micro-lessons that build from fundamentals to hands-on application.
How do I review code I didn't write — and barely read — before merging it?
This is covered in the “Learn Vibe Coding: Agentic Development Workflows” learning path. Start with daily 5-minute micro-lessons that build from fundamentals to hands-on application.
What guardrails keep a vibe-coding team from drowning in tech debt?
This is covered in the “Learn Vibe Coding: Agentic Development Workflows” learning path. Start with daily 5-minute micro-lessons that build from fundamentals to hands-on application.
When should I stop vibe coding and write the code by hand?
This is covered in the “Learn Vibe Coding: Agentic Development Workflows” learning path. Start with daily 5-minute micro-lessons that build from fundamentals to hands-on application.