https://www.solosoft.dev/tags/ai-planning/Recent content in AI Planning on SoloSoftHugoen-usFri, 01 May 2026 00:00:00 +0000https://www.solosoft.dev/post/planning-with-files-2026/Fri, 01 May 2026 00:00:00 +0000https://www.solosoft.dev/post/planning-with-files-2026/<p>Planning-with-Files is an innovative open-source project by <a href="https://github.com/OthmanAdi">OthmanAdi</a> that implements a persistent markdown-based planning system for AI coding agents. Inspired by Manus&rsquo;s planning approach, the project uses a structured 3-file system to maintain a living plan document that evolves as the AI agent works through tasks. It&rsquo;s designed as both a Claude Code skill and a standalone integration via the Agents SDK.</p> <p>The core insight behind Planning-with-Files is that AI coding agents &ndash; particularly those working on complex, multi-step tasks &ndash; benefit enormously from persistent, structured planning that survives across conversation turns and model context window limitations. By maintaining plans in markdown files that are read, updated, and written back as work progresses, the system enables AI agents to maintain coherent long-term strategies even when context windows are exhausted.</p>