Скачать или смотреть I ran an AI Vibe-Coding Sprint with ChatGPT Codex & Cursor | Insights & Strategy

*Resistance is futile.*
I’ve relied on ChatGPT for nearly two years, but a year away from the keyboard meant I missed the surge of AI agents and pair-programming tools. To catch up, I dove into a “Vibe-Coding” sprint with ChatGPT and Cursor to see how far a human–AI duo could push a brand-new project. This retrospective cuts the fluff and unpacks the workflow, big-picture strategy, and takeaways that actually matter.

**Spoiler**: vibe-coding isn’t a fad—it’s sticking around. "🤖You will be assimilated 🟢."

What you’ll learn

**My Vibe-Coding workflow**: balancing intuition-driven “flow” with just-enough planning.
**Agent-in-the-loop tactics**: workflow moves for weaving AI suggestions into your dev rhythm
**Project-level strategy**: keeping scope sane while letting AI accelerate the boring bits
**Concrete takeaways**: a candid look at what stuck

Chapters
00:00 Where I get the boring stuff out of the way
00:50 Cold open where I (don't) grab your attention
01:50 Using github issues
04:45 Crafting (vibing) user stories with ChatGPT o3
05:45 Codex magic -- integration with github issues
07:52 Passing the time while the agent works
08:50 Exploring ADRs (Architecture Decision Records)
10:05 High level vibe-coding strategy explained
12:50 break (you can skip this part)
14:16 Optimizing loops by working in parallel in Cursor (while your autonomous agent completes its task)
15:10 Getting hands on -- with Cursor in the loop
16:40 Mini-tip - move to voice-to-text for less friction and chance of carpal tunnel
18:22 Recap of the hands-on approach
18:50 Codex results
19:40 Vibing a PR's code review
21:01 Risks of underspecifying the story requirements and phases.
22:00 Thoughts on how vibe coding force-multiplies and different levels of vibing
22:58 Comedic relief (hitting a low-point of agent-failure)
23:46 Leveraging ChatGPT for leetcode prep (This is cool!)
25:32 Leetcode problem visualizer strategy (use this!!!)
27:06 Metrics and reflections (kinda boring--but pace is a little surprising)
28:02 Other tools and agents
28:34 Next sprint roadmap and how sprints are still necessary
30:37 Why thinking is still necessary (unfortunately)
31:42 Merging in the successful Codex PR
32:00 Debugging Codex ... with ChatGPT
35:24 Closing remarks

Looking ahead (future videos)

**Why the first approach hit a ceiling**: My initial Vibe-Coding attempt felt like the intro to the movie limitless, but it quickly stopped scaling once the project repo grew in complexity (it was still a relatively small repo). The pain points of vibe coding have already been exposed by others so there's not much more for me to add, but it might make for an interesting retrospective of what-not-to-do. I didn't include it in this video because its a mess and I don't want the flashbacks.
**Next-sprint**: I'm sure I'll hit some snags, but chances are I'll shave or grind away some rough edges in the workflow. Maybe we get to some more async agent orchestration, maybe the whole thing blows up? Who knows, but I'm looking forward to it cause it's been fun.

Resources

*Code & sprint notes*
• [https://github.com/plva/econexyz](https://github.com/plva/econexyz)
This is the main project repo, though it's actually less about what's in the project than about figuring out a workflow that allows project complexity to grow in a way that the AI-assisted workflow doesn't slow down.
• [https://github.com/plva/ai-prompts](https://github.com/plva/ai-prompts)
This repo has some prompts I've used and others I've generated.
• [https://github.com/plva/blog](https://github.com/plva/blog)
So far this only has one blog post, but maybe there will be more in the future.
*Cursor IDE* → [https://cursor.so](https://cursor.so)
*OpenAI ChatGPT* → [https://chat.openai.com](https://chat.openai.com)

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*#VibeCoding #AIPairProgramming #ChatGPT #CursorIDE #DevWorkflow #CodingSprint*