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agent-memory

A collection of 7 posts

Building Agents in Go Without a Framework

Building Agents in Go Without a Framework

A production agent is a long-running, concurrent, I/O-bound process that spends most of its time waiting on a model, a tool, or a human. That shape fits Go's runtime. This post explains why, surveys the Go framework options, and shows how to build an agent without one.

Sycophancy is a design choice

Sycophancy is a design choice

Writer's "Recalling Too Well" paper says memory systems amplify sycophancy. Its own data traces the amplification to two design decisions — one in Writer's experiment itself, one in a competitor's memory product.

The Batch API: Load Large Datasets into Agent Memory

The Batch API: Load Large Datasets into Agent Memory

Zep's Batch API loads large datasets into agent memory faster, in batches up to 50,000 items, with a progress dashboard and no impact on real-time ingestion.

Smart Context Assembly: Fewer Tokens, Better Quality

Smart Context Assembly: Fewer Tokens, Better Quality

Today we're announcing Smart Context Assembly, an upgrade to how Zep's default Context Block is built: higher accuracy from fewer tokens, with no code changes.

Observations: Patterns and Insights from the Context Graph

Observations: Patterns and Insights from the Context Graph

Observations are a new context type in Zep that capture patterns and insights across your Context Graphs, automatically discovered and surfaced to agents.

Zep's 5 Context Types: How to Use and Combine Each One

Zep's 5 Context Types: How to Use and Combine Each One

Zep produces five distinct types of context from a user's graph. Each captures something different. Here's when to reach for each, and how to combine them in one prompt.

Stop Letting Your Agent Decide What It Needs to Know

Stop Letting Your Agent Decide What It Needs to Know

Your agent has the tools. It just doesn't call them — and smarter models won't fix that. Here's why the unknown unknowns problem is the hardest challenge in agent context, and what to do about it.