OpenLoomi Journal

Signals for calmer, higher-leverage work.

Product thinking, AI-native workflows, communication systems, and the operating principles behind OpenLoomi.

17 essays and product notes

Loop Engineering in the Context of Personal Agents

Jun 16, 2026

Insight

Loop Engineering in the Context of Personal Agents

How context graphs make AI smarter with every Loop — not just repeating

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Agent Memory Evaluation Pain Points: OpenLoomi's Memory Growth Journey

Jun 15, 2026

Insight

Agent Memory Evaluation Pain Points: OpenLoomi's Memory Growth Journey

Memory is the most important — and most difficult to measure — capability for AI agents. Our struggles and breakthroughs along the way.

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Why We Open-Sourced OpenLoomi AI

May 28, 2026

Insight

Why We Open-Sourced OpenLoomi AI

Your AI work partner shouldn't also be your landlord.

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InsightMay 27, 2026

Hermes Agent Memory System: Curated Memory, Session Search, and Self-Improvement

A technical deep dive into Hermes Agent memory, including curated memory files, session search, and self-improving skills.

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InsightMay 27, 2026

Memory Capabilities Comparison: OpenClaw vs. Hermes Agent vs. Claude Code vs. OpenLoomi

A comparison of durable memory, retrieval, and model-facing recall, with a source-level look at OpenLoomi's multi-corpus memory pipeline.

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InsightMay 27, 2026

OpenClaw Memory System: File-First Agent Memory and Search

A technical deep dive into OpenClaw memory, from Markdown source-of-truth files to plugin-backed search and recall.

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InsightMay 26, 2026

OpenLoomi Memory System: Lifecycle, Vector Indexing, and Semantic Recall

A source-level guide to OpenLoomi memory domains, lifecycle compaction, embedding maintenance, vector backends, and cross-source semantic recall.

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InsightApr 28, 2026

OpenLoomi vs. Hermes-Agent vs. OpenClaw - A Comprehensive Comparison

An in-depth technical comparison of three AI agent platforms - OpenLoomi, Hermes-Agent, and OpenClaw

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InsightApr 5, 2026

Beyond the Tool - The Third Paradigm Shift in AI Products

From one-off tasks to long-term tracking. AI is evolving from a tool into a partner

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InsightMar 22, 2026

The Machine Storm

What AI is actually doing to the world — and the only two ways to survive it

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InsightFeb 19, 2026

Trust, Control, and the Right Kind of Autonomy

Trust, Control, and the Right Kind of Autonomy - What Has to Be True Before AI Can Run High-Value Work

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InsightFeb 18, 2026

Plug the Graph Into the Computer

Plug the Graph Into the Computer - Why "Suggestions" Don’t Change Work, Execution Does

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InsightFeb 15, 2026

Traces Are the New Context

Traces Are the New Context - Why Process Footprints Decide Whether AI Can Really Run the Work

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InsightJan 29, 2026

Personal Context Graphs

Personal Context Graphs - The Missing “World Model” for High-Leverage Work

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InsightJan 28, 2026

Beyond the Chatbox

Beyond the Chatbox - The AI Should Write the Prompt, Not You

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InsightJan 27, 2026

The Fragmentation Tax

The Fragmentation Tax - Why Modern Work Feels Busy, but Progress Feels Optional

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InsightJan 26, 2026

The AI-Native Era Is Here

The AI-Native Era Is Here — and Work Should Finally Feel Less Heavy

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