Hindsight Blog
Updates, insights, and deep dives into agent memory
See the Exact Prompt Before You Spend a Token
You configured a mission, a disposition and three strategies. What did the model actually receive? Hindsight 0.10.0 will show you, without spending a token.
What It Takes to Put a Screenshot in an Agent's Memory
Storing an image is easy. Making a fact cite the screenshot it was read from, without inventing evidence, is the hard part. How attachments work in Hindsight 0.10.0.
Stop Growing Your Always-On Context
The default fix for an agent that forgets is to put more in the prompt. It works until it doesn't, and the way it fails is quiet: unconditional context that costs every turn and gets less relevant as it grows.
Onboarding an Engineer vs. Onboarding an Agent
You already know how to get a new engineer productive: docs, pairing, and time. Agents need the same thing and get none of it, because every session is their first day.
What's new in Hindsight 0.10.0
Images and files as first-class retain content, a 3.2x faster request path, a prompt preview for every operation, typo-tolerant tag matching, knowledge pages and mental models in document transfers, and the retirement of the bank profile and background endpoints
Enterprise Features in Hindsight Cloud
Every enterprise capability in Hindsight Cloud, and the failure each one prevents: single sign-on, MFA enforcement, role-based access, scoped API keys, audit logging, Memory Defense, webhooks, and bring-your-own-cloud or on-premise deployment.
Four More Coding Agents That Remember Your Project
Coding Agents 0.5.0 adds pi, Qwen Code, DeepAgents Dcode, and opencode 2, taking the package to 16 agents that all share one memory per repository. Here's how coding agents work, and what changes when they remember.
What's New in Hindsight Cloud: June–August Updates
Three months of Hindsight Cloud: a client-managed knowledge base, scheduled mental model refreshes, a rebuilt console, plus enterprise SSO, MFA enforcement, audit logging, and Memory Defense.
Cross-Encoder Reranking: The Last Stage of Agent Memory Recall
Retrieval hands the reranker a few hundred plausible memories. What happens next decides what your agent actually sees. Inside Hindsight's cross-encoder stage: score normalization, multiplicative boosts, candidate budgets, and how to make recall fail open.