agents

Haystack Persistent Memory: Drop-In Tools and Auto-Recall for Any Agent

Add persistent long-term memory to any Haystack agent with Hindsight. Three Haystack Tools (retain, recall, reflect) plus an optional HindsightMemoryWrapper that injects memories before each turn and stores the transcript after.

Jun 11, 20267 min read

Flowise Persistent Memory: Drop-In Tool Nodes for Any Chatflow

Add persistent long-term memory to any Flowise chatflow or agent with Hindsight. Three Tool nodes (Retain, Recall, Reflect) drop straight into a Conversational Agent and share one Hindsight API credential.

Jun 10, 20269 min read

How oh-my-pi Built Persistent Codebase Memory on Hindsight

oh-my-pi — a 10k-star terminal coding agent — uses Hindsight as its long-term memory backend. Here's a walkthrough of the integration: bank scoping, mental-model seeding, and the auto-retain pipeline, with code straight from the repo.

Jun 8, 202611 min read

How Hindsight Learns: A Deep Dive Into Mental Models

Mental models are the top tier of Hindsight's learning hierarchy — persistent, self-refreshing understandings of the topics your agent asks about every session. A walkthrough from the schema up.

Jun 5, 202615 min read

Long-Term Memory for Google ADK Agents with Hindsight

Add persistent long-term memory to Google ADK agents with Hindsight. Drop-in BaseMemoryService for automatic retain on session end and recall on search_memory — plus explicit retain/recall/reflect tools when you want them.

Jun 4, 202610 min read

Voice Agents That Remember: Adding Memory to Vapi with Hindsight

Add persistent long-term memory to Vapi voice AI calls with one webhook. Recall caller history at call start, retain the transcript at call end — no per-turn integration needed.

Jun 3, 202611 min read

Using Entity Labels to Automatically Tag Memories in Hindsight

Hindsight's entity labels turn free-text memories into structured, filterable classifications — automatically. A controlled vocabulary, four label types, and one tag: true switch that turns labels into filterable tags.

Jun 2, 20269 min read

Hermes Agent on Windows: Set Up Persistent Memory with Hindsight

Nous Research just shipped Hermes Agent native on Windows. Here's how to give it persistent memory with Hindsight — one command, three modes, no Docker or WSL.

Jun 1, 20267 min read

Building a Hermes Coding Assistant on Windows That Remembers Your Codebase

Nous Research just announced Hermes Agent native on Windows. Here's how to add persistent codebase memory with Hindsight — no Docker, no WSL, PowerShell start to finish.

Jun 1, 20268 min read

Building an OpenClaw Coding Agent That Remembers Your Codebase

OpenClaw with Hindsight remembers your codebase across sessions — conventions, past bugs, architectural decisions. Setup in 2 minutes.

May 27, 202612 min read

Adding Persistent Memory to Paperclip Agents with Hindsight

Give every Paperclip agent long-term memory with one plugin install. Agents recall context before runs and retain learnings after, no code changes needed.

May 26, 20268 min read

Building a Hermes Coding Assistant That Remembers Your Codebase

Hermes Agent with Hindsight remembers your codebase across sessions, conventions, past bugs, architectural decisions. Setup in 2 minutes.

May 25, 202611 min read

The Consolidation Problem in Agent Memory

Agents that remember everything remember nothing useful. A four-lever framework — importance, merge, decay, eviction — for consolidating agent memory.

May 21, 202613 min read

Onboarding a New Engineer Onto Five Months of OpenCode Memory

A new engineer joins a codebase the team has been working in for five months. With OpenCode + Hindsight, day one looks very different from the README.

May 14, 20268 min read

The Case Against External Vector DBs for Agent Memory

Most 'add memory to your agent' tutorials start with installing a vector database. They shouldn't. Why vector DBs are the wrong default for agent memory.

May 12, 202614 min read

The Memory Layer Every n8n Workflow Was Missing

Hindsight's new community node adds persistent memory to any n8n workflow — Retain, Recall, Reflect. Workflows compound across runs instead of resetting.

May 7, 202611 min read

Your Claude Code Subagents Don't Share What They Learn

Claude Code subagents (Plan, Explore, general-purpose, custom) each spawn fresh and discard everything they discover. Here's how to give them shared memory.

May 6, 202615 min read

The Missing Layer in Every Agent Harness

Modern agent harnesses ship with tools, MCP, and IDE integrations — but no memory. Why that's the missing layer, and how harnesses are starting to fix it.

May 4, 202616 min read

Multi-Turn Agent Memory with AWS AgentCore: Remember Across Sessions

Add persistent memory to AWS AgentCore agents with Hindsight. Agents remember context, decisions, and learnings across multi-turn conversations and sessions.

May 1, 202610 min read

Agent Memory in SmolAgents: Retain, Recall, and Reflect

Add persistent memory to SmolAgents with Hindsight. Retain facts, recall context, and reflect on agent decisions across sessions.

Apr 29, 20267 min read

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