Hindsight Blog
Updates, insights, and deep dives into agent memory
The 10 Things to Look For in an Agent-Memory System
The 10 things that separate a real agent-memory system from a demo: retrieval, conflict resolution, freshness, security, self-hosting, observability, and more.
Give GitHub Copilot CLI a Memory of Your Codebase
GitHub Copilot CLI forgets your project between sessions. Add Hindsight so it recalls past decisions and retains what it learns, automatically via hooks.
What's new in Hindsight 0.8.6
An entity timeline and tag filters in the control plane, per-operation reasoning effort, and self-diagnosing health checks in Hindsight 0.8.6
How to Move Your Agent's Memory Off a Vector Database
A practical guide to migrating agent memory off a vector database like Pinecone or Chroma to Hindsight: what to export, how to map it, and what you gain.
8 Agent Memory Use Cases (With Real Examples)
The real agent memory use cases teams build on Hindsight, from coding agents to customer-facing products to automations, each with a concrete example.
recall vs reflect: Search Your Agent's Memory, or Ask It
Hindsight gives your agent two ways to read its memory. recall retrieves the relevant facts (no LLM, instant). reflect reasons across them to synthesize an answer. When to use each.
Give Roo Code a Memory So Every Task Builds on the Last
Roo Code runs autonomous coding tasks but starts each one from zero. Add Hindsight agent memory: recall context before every task, retain a summary after.
Your 1M-Token Context Window Is Not Memory
A context window is working memory: it forgets everything when the session ends and degrades long before it fills. Why a bigger window is still not agent memory.
Mira Murati's Thinking Machines Dropped Inkling. We Made It Your Agent's Memory in 5 Minutes.
Thinking Machines open-sourced Inkling. We made it an AI agent's long-term memory in four env vars, and it resolved 'last week' to a real date on the first try. Here is how.