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Comment on: Mastra Code

by [REDACTED]
Posted: Feb 26, 2026
Paul from Mastra here, excited to launch Mastra Code 🎉Mastra Code is a CLI-based coding agent built on the observational memory feature we shipped earlier this month. Our team uses it as their daily coding driver, and we think you’ll love it.What problem does Mastra Code solve?A lot of coding agents feel great at first, until the context window fills up. When this happens, the agent uses compaction to summarize past conversations, often dropping important details and forcing you to repeat work, re-explain context, or double-check what its remembered, which can become really frustrating.Mastra Code is different. It's powered by our state-of-the-art observational memory, which watches your conversations, generates observations, and reflects on them to compress context without losing important information.The result is simple: long-running coding sessions that remember what matters so you can build faster, merge sooner, and ship more.Get startedInstall mastracode globally with your package manager of choice:npm install -g mastracodeIf you prefer not to install packages globally, you can use npx:npx mastracodeWhat it's like to useMastra Code runs directly in your terminal, with no browser or IDE plugin required. With most coding agents, you spend time managing context windows, splitting work across threads, or saving notes before compaction hits. With Mastra Code, there is no compaction pause and no noticeable degradation, even in long-running sessions.No compaction! Even with 1M context window compaction took like 3 minutes. With Mastra Code I don't notice any degradation, I don't curse into the air, I stopped yelling COMPACTION, and my mental health is better for it. — Abhi AiyerYou can throw anything at it: planning, brainstorming, web or code research, writing features, and fixing bugs. Over time, memory fades into the background so you can focus on building.I don't worry about the conversation length or multiple threads for anything. I just keep rolling and it keeps going. — Daniel LewAfter a few days, you realize you're no longer tracking context windows or restructuring work to avoid compaction. Observational memory quietly remembers what matters as sessions grow. Once you experience that, it is hard to go back.We'd love your feedback. Drop questions below and we will be here answering all day.
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The AI coding agent that never compacts