--- title: "Your Coding Agent Keeps Making the Same Mistakes. I Built a Fix" url: https://daily.dev/posts/your-coding-agent-keeps-making-the-same-mistakes-i-built-a-fix-6z2qgmuib source_url: https://adventures.nodeland.dev/archive/your-coding-agent-keeps-making-the-same-mistakes/ type: article source: "Adventures in Nodeland" published: 2026-03-08T16:56:27.593Z updated: 2026-03-08T16:56:51.251Z tags: ["devtools", "git"] reading_time: 2 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Your Coding Agent Keeps Making the Same Mistakes. I Built a Fix **[Adventures in Nodeland](https://daily.dev/sources/nodeland)** · 2 min read · 0 upvotes · 0 comments ## Summary Coding agents lack persistent memory, causing them to repeat the same mistakes across sessions. A new extension called pi-self-learning addresses this by giving coding agents a git-backed memory system. After each completed task, it automatically extracts lessons learned, stores them in structured markdown files (daily logs, monthly summaries, long-term memory, and a ranked CORE.md), and commits everything to a dedicated git repository. Memory can be injected into agent context with configurable modes, and several slash commands allow manual control over reflection generation and status. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI Agent Memory: Why Agents Forget and How to Fix It in 2026](https://daily.dev/posts/ai-agent-memory-why-agents-forget-and-how-to-fix-it-in-2026-t3vsrqsah) · Alex CloudStar · 0 upvotes · 0 comments - [Your AI Coding Tool Has Amnesia](https://daily.dev/posts/your-ai-coding-tool-has-amnesia-tl4nqc3zj) · SD Times · 1 upvotes · 0 comments --- Tags: [#devtools](https://daily.dev/tags/devtools), [#git](https://daily.dev/tags/git) [View this post on daily.dev](https://daily.dev/posts/your-coding-agent-keeps-making-the-same-mistakes-i-built-a-fix-6z2qgmuib)