A GROK ENGINEER JUST SHOWED HOW TO MAKE AGENTS IMPROVE THEMSELVES AFTER EVERY RUN
This is a vibe coding post classified by Jev as Prompts & workflows (a workflow), kept by the Vibe Coding Radar because it carries real work, not commentary.
A GROK ENGINEER JUST SHOWED HOW TO MAKE AGENTS IMPROVE THEMSELVES AFTER EVERY RUN most agents lose the useful part when a task ends: the mistake, the correction, and the reason the final version actually worked grok runs two loops at once → one handles the real task → another studies the result → extracts the lesson → saves it for the next run instead of growing one massive prompt, feedback becomes small reusable knowledge files. bad decisions get corrected once, while useful patterns survive across future tasks over time, research, coding and review all inherit what previous runs learned
Posted by Gipp 🦅 (10.7k followers) 11 days ago · 636 likes · 89.5k views · view the original post on X. Kept by the Vibe Coding Radar as Prompts & workflows.
More vibe coding work like this
- Same Qwen3.8-Flash-Next. Same volcano prompt, word for word. Four days apart. — @WescheNex1q
- Jev’s context window is only 32k tokens while a Claude conversation can reach 200k… — @tamarajtran
- prompt-master，一个 Claude Skill 能给任何 AI 工具编写精准提示词，核心动作是做减法，已斩获 13000+ Star！ — @GitHub_Daily
- OpenAI listed 5 things a model does when it misbehaves. — @godofprompt
- Your project docs are out of date. — @godofprompt
- 🚨 @NVIDIA JUST CHANGED HOW WE THINK ABOUT AI AGENTS IN PYTHON — @DataChaz
- GIT IS FOR CODE. AGENTGIT IS FOR CONTEXT. — @DataChaz
- Having a proper VISION in a model is SO good. — @MiaAI_lab
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 1.8k posts from 1.8k X accounts over the last 14 days, 141 tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 01:18 UTC. Full method.