PMB Review

Tired of endlessly re-explaining your project’s nuances to your AI coding agent? Say hello to PMB, the game-changing, local-first memory solution designed to give your AI agents like Claude Code, Cursor, Codex, and Zed a persistent, intelligent recollection of your work. PMB provides a real memory – decisions, lessons, and facts – all securely stored in a single SQLite file on your disk. It’s 100% on your machine: no API keys, no cloud, no telemetry, and fully open source under Apache-2.0.

Main Features: Supercharging Your AI’s Brain

PMB doesn’t just store data; it actively enhances your agent’s thinking process:

• Proactive Context Injection: Forget tools your agent has to remember to call. PMB’s smart hooks inject relevant memory before the model even thinks, and journal its work afterwards. This means every prompt is informed by past decisions and lessons.
• Hybrid Recall Powerhouse: Leveraging BM25, dense vectors, and an entity graph, PMB ensures 94.5% recall@10. It quickly surfaces the most relevant information, from specific files to overarching project lessons.
• Intelligent Memory Hygiene: PMB tracks whether your agent actually follows its lessons. Useful ones get starred, ignored ones are flagged “dead,” allowing you to prune unhelpful context and keep your memory sharp and honest.
• Visualize Your Agent’s Mind: Explore your project’s memory through a live entity graph and a Git-graph-like timeline, understanding how facts, decisions, and lessons connect and evolve.

Main Target: Who Needs a Super-Powered AI Memory?

If you’re a developer leveraging AI coding agents, PMB delivers tangible benefits:

Problem Solved	PMB’s Solution
Constant context re-explanation	Persistent memory: every session starts fully informed.
Context loss when switching agents/tools	Universal memory: Claude Code, Cursor, Codex, Zed share the same brain.
Privacy and data security concerns	100% local, no cloud, no API keys, open source.

Embrace PMB and watch your AI coding agent become a truly knowledgeable, reliable, and efficient partner, remembering everything that matters from the first line of code to the final deployment.

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