# Prompting Is Dead. Long Live the Loop.

> Source: <https://dev.to/rajesh_kumarkanumetta_b5/prompting-is-dead-long-live-the-loop-5cm5>
> Published: 2026-07-10 10:20:13+00:00

**Before (prompting):**

Every PR: manually ask the agent to fix CI, re-prompt after each failure.

**After (looping):**

```
/loop 5m check my PR, address review comments, and fix failing CI
```

Add a skill that says: never mark CI fixed without re-running the full pipeline. Add `/goal all checks green, stop after 10 tries`

for stubborn failures.

Prompting isn’t worthless. It’s **incomplete**.

The best teams still write clear instructions—but they’ve stopped treating a single response as the finish line. They design loops: agents that gather context, act, verify, and repeat until a condition they didn’t have to guess at is satisfied.

**Prompting is dead** as the default paradigm for serious agentic work. Not because words stopped mattering, but because **outcomes beat utterances**.

**The loop is here.** Your job moved upstack: define what done means, how to verify it, when to run, and when to stop.

Start with one loop this week. Hand off one thing you used to re-prompt manually. Watch what breaks. Fix the system, not just the output.

`/goal`

, `/loop`

, `/schedule`

, skills, workflows); the loop mindset applies to any agentic coding tool.**Tags:** AI, Agentic AI, Prompt Engineering, Claude Code, Software Development, Developer Productivity, LLM, Automation

**Estimated read time:** 8 min