Context Engineering: The New Foundation for AI Agents
Context engineering is the set of strategies for curating, ordering, and evicting the tokens that enter an LLM’s context window on each inference …
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AI Skills & Engineering
Tools, agents, and engineering practice
Agent Engineering Harness: The Eight Pillars Behind the 98.4%
A small model loop becomes a system only after we decide what it may remember, touch, spend, and survive. An agent demo can be a loop around an API …
Agent Identity: From Locke to OpenClaw
A philosophical boundary and an engineering practice for continuity in AI agents Start by Making “Identity” Small Enough to Engineer Agent amnesia …
Mem0 OSS v3 in Practice: Memory Architecture, Retrieval, and Trade-offs
This project note is part of my attempt to understand open-source AI systems by building with them, reading their migrations, and writing down …
Microsoft UFO³ Explained: From Windows Desktop AgentOS to a Multi-Device Agent Galaxy
Why UFO matters Desktop automation has always had an awkward boundary. Scripts are fast and precise when an application exposes the right interface. …
Argo CD in Production: GitOps Sync, ApplicationSets, Rollbacks, and Security
A green sync does not prove the delivery system is safe When Argo CD turns an application green, it proves one narrow thing: at that moment, the …
Growth & Life
Growth, reflection, and lived experience
June 2025 Thought Notes: Self-Knowledge, Daily Life, Engineering
2025 June Thought Notes 181 notes this month | recorded from 2025-06-02 to 2025-06-15 Themes: Self-Knowledge and Psychology 55 · Daily Notes and …
How I Learned to Observe My Own Thinking: A Four-Month Metacognitive Shift
I once thought metacognition meant thinking more deeply about an experience and explaining an emotion more completely. Over four months, I recorded …
May 2025 Thought Notes: Self-Knowledge, Engineering, AI and Agent Systems
2025 May Thought Notes 84 notes this month | recorded from 2025-05-03 to 2025-05-25 Themes: Self-Knowledge and Psychology 29 · Product, Engineering …
April 2025 Thought Notes: Self-Knowledge, AI and Agent Systems, Engineering
2025 April Thought Notes 113 notes this month | recorded from 2025-04-05 to 2025-04-17 Themes: Self-Knowledge and Psychology 30 · AI and Agent …
March 2025 Thought Notes: AI and Agent Systems, Self-Knowledge, Engineering
2025 March Thought Notes 52 notes this month | recorded from 2025-03-01 to 2025-03-22 Themes: AI and Agent Systems 21 · Self-Knowledge and …
February 2025 Thought Notes: AI and Agent Systems, Self-Knowledge, Engineering
2025 February Thought Notes 40 notes this month | recorded from 2025-02-18 to 2025-02-27 Themes: AI and Agent Systems 11 · Self-Knowledge and …