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Melanated In Tech
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Memory

Agent Memory System

A drop-in memory layer with working, episodic, and semantic memory.

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About this product

A reference implementation of a three-tier memory system with adapters for the most common vector stores. Includes evaluation harness.

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Blueprints

Agent Blueprint Pack

12 production-ready blueprints across business, ministry, and creator use cases.

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Evaluation

Agent Evaluation Checklist

A free, printable checklist for testing agents before they ship.

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Evaluation

Agent Evaluation Harness

A working setup to test agents on every change.

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Paired agents

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Marketing

Campaign Strategist

Plan and brief multi-channel marketing campaigns.

  • Audience research
  • Channel briefs
  • Positioning
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Creators

Creator Studio Agent

From idea to shipped post — without burning out.

  • Content ideation
  • Script drafting
  • Thumbnail concepts
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Data & Analytics

Data Analyst Agent

Ask your data questions in plain English.

  • Natural-language queries
  • Charts & summaries
  • Trend & outlier flags
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