agents

Your Agent Is Not Forgetful. It Was Never Given a Memory.

Why agents seem forgetful, and why memory is different from context windows and retrieval. How Hindsight adds long-term memory to agents.

Apr 23, 202612 min read

OpenAI Agents Forget Everything Between Runs. Here's the Fix.

OpenAI Agents SDK agents lose all state when a run ends. hindsight-openai-agents adds three tools and auto-injected memory instructions that give your agents persistent memory across sessions.

Apr 17, 20269 min read

How I Built Multi-User AI Memory into a Financial Product from Day One

A fintech co-founder shares how he integrated Hindsight into a financial AI system from the start, using self-hosted deployment and tag-based isolation for multi-user memory.

Apr 13, 20265 min read

Your Agent Memory Setup Keeps Drifting. Hindsight 0.5.0 Adds a Templates Hub.

Hindsight 0.5.0 adds a Bank Templates Hub. Browse starter templates, import a manifest to configure any bank, and export setups to reuse across environments.

Apr 10, 202610 min read

Agno Persistent Memory: Long-Term Memory for Agno Agents

Agno agents start each run fresh. hindsight-agno adds HindsightTools and memory_instructions so they can retain, recall, and reflect across sessions.

Apr 9, 20268 min read

Persistent Memory for AutoGen Agents with Hindsight

AutoGen agents lose all state when a session ends. hindsight-autogen adds three tools — retain, recall, reflect — that give your agents persistent memory across sessions.

Apr 6, 20267 min read

Teaching the Llama to Remember

LlamaIndex agents reset memory every session. Learn how to add persistent cross-session memory using hindsight-llamaindex in 3 steps. Full code examples included.

Mar 30, 202612 min read

Why Your AWS Strands Agent Keeps Starting From Scratch (And How to Stop It)

Mar 25, 20269 min read

Adding Long-Term Memory to LangGraph and LangChain Agents

Learn how to add long-term memory to LangGraph and LangChain agents using three integration patterns — tools, nodes, and BaseStore — with per-user memory banks and semantic recall.

Mar 24, 20268 min read

Agent Memory Benchmark: A Manifesto

Mar 23, 20269 min read

OpenClaude: Build a Claude Code Agent with Long-Term Memory — and Take It Everywhere

Mar 23, 202615 min read

Give the Only Self-Improving AI Agent (Hermes) a Memory Upgrade It Deserves

How to Add Persistent Memory to Hermes Agent

Mar 17, 20268 min read

How We Built Disposition-Aware Agents That Actually Think Differently

Hindsight — Disposition-Aware Agents

Mar 13, 20269 min read

Pydantic AI Persistent Memory: Add It in 5 Lines of Code

If you have built an AI agent with Pydantic AI, you already know it handles typed outputs, dependency injection, and async workflows well. But there is one thing it does not do: remember anything between runs. Every call to agent.run() starts with a blank slate. Your agent has no idea what the user said yesterday, what preferences they shared, or what it already researched.

Mar 9, 202613 min read

How to Add Persistent Memory to OpenClaw with Hindsight

OpenClaw's built-in memory depends on the agent deciding what to save — and models don't do this consistently. Hindsight replaces it with automated extraction and auto-recall: every conversation is captured, facts and entities are extracted in the background, and relevant context is injected before every response automatically. One plugin install, one setup wizard, no Docker.

Mar 6, 202613 min read

The Open-Source MCP Memory Server Your AI Agent Is Missing

AI agents forget everything between sessions. Hindsight gives them persistent, structured memory via MCP. One Docker command to run the full stack locally. Connect any MCP-compatible client. Three core operations: retain (store), recall (search), reflect (reason) — plus mental models that auto-update as memories grow.

Mar 4, 202610 min read

Your CrewAI Agents Forget Everything Between Runs. Here's the Fix.

CrewAI agents lose all memory when a crew finishes. hindsight-crewai plugs into CrewAI's ExternalMemory to persist knowledge across runs -- three lines of setup, and your agents automatically store task outputs and recall relevant context.

Mar 2, 20266 min read