Memory
15 essays tagged with Memory.
Gemini 4 Argon and Private Memory: Two Different Trust Questions
A research assessment of Gemini 4 Argon's restricted rollout and Google's private server-side memory design, separating capability, confidentiality, and memory correctness.
Mistral Vibe: Editable Memory and the Difference Between an App and a Snapshot
A research assessment of Mistral's September Vibe updates: Agentic Knowledge Base, spreadsheets, Mini App Canvas, migration, and artifact verification.
Grok 4.7 and Team Bots: Shared Expertise Needs Explicit Authority
A research assessment of Grok 4.7 and Team Bots: model–harness specialization, shared credentials, private memory, and evidence for team productivity.
From Feature Stores to Agent Memory: What Production ML Teaches Agent Systems
Production ML lessons for agent memory: availability-time correctness, historical replay, versioned materialization, promotion, correction, and deletion across derived stores.
Agent Memory Needs a Right to Correct and Forget
Persistent agents need memory provenance, promotion review, expiry, correction, deletion propagation, and visible reasons for every recalled fact.
Persistent Memory Poisoning: The Attack That Outlives the Session
A production security architecture for attributable, revalidated, authority-bounded, traceable, and selectively reversible agent memory.
Agent Memory Should Be Compiled at Recall, Not Replayed From Storage
What MemHarness teaches us about reconstruction, negative transfer, source state, and compiling production agent memory against current evidence, policy, and authority.
Agent Memory Is a Systems Workload: What SelfMem Changes—and What It Does Not
SelfMem improves long-horizon recall by letting an agent optimize its memory strategy. New systems and security research shows the production contract must also cover cost, freshness, provenance, and poisoning.
Give Claude Code, Cursor, and Codex Persistent, Auditable Memory
Coding agents are brilliant and amnesiac. SecondBrain's open-source Memory API gives Claude Code, Cursor, Codex, and ChatGPT shared, local-first memory over HTTP and MCP — where every answer carries a citation back to the source chunk.
SecondBrain: A Local-First Agent Operating System You Can Run, Inspect, and Trust
SecondBrain is an open-source, local-first agent OS: cognition, memory, governed tools, durable sessions, workflows, and bounded self-improvement in one inspectable runtime you run on your own machine. Here is how it works and how to run it.
AI Agent Memory Is Broken: Designing Multi-Layer Memory for Production AI Agents
A production guide to AI agent memory architecture: designing long-term memory for AI agents across working, episodic, semantic, procedural, and organizational layers. Why RAG is not memory, why vector databases are not memory, and how governed, situation-aware memory prevents memory poisoning in enterprise AI agents.
Antahkarana Stack: A Cognitive Layer for Local-First Agents
A builder-facing explanation of Antahkarana as an engineering layer inspired by the inner faculties of Manas, Buddhi, Chitta, and Ahamkara.
The Identity Layer: Agents Need Two Identities, Not One
Why governed agent runs need entity identity, delegated user identity, and workload identity in the same RunContext.
Promotion-Aware Memory: Capture, Review, Promote, Recall in Code
A build-along for agent memory: capture, review, promote, recall, contradiction checks, and governed memory writes.
Context Graphs: Decision Lineage as a System of Record
How hash-chained DecisionRecords turn execution-time context into a queryable lineage graph for why an agent acted.