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Observations

Notes

Practical observations and field notes on building tools, enterprise delivery, and exploring systems.

Essay Featured Guide

The Ultimate Guide to AI Evals (in Plain English)

A comprehensive, practical playbook for testing and improving AI systems. Covers observability, error analysis, LLM judges, RAG evaluation, and production guardrails.

#AI #Evaluations #Playbook #LLM #Guide
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LifeOS Weekly Dispatch — 2026-07-05

Curated from the excellent daily TLDR Newsletters.

#lifeos #story #architecture
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LifeOS Weekly Dispatch — 2026-07-02

Weekly dispatch of AI and architecture news

#lifeos #story #architecture
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How to transition from Chatbot over Dashboard to an AI-Native Enterprise Architecture

A deep dive into the overarching architectural trends that separate successful AI deployments from brittle demos, including MCP Gateways, Memory Graphs, and Skills Repositories.

#architecture #ai #deep-dive
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The Memory Fix That Stopped My AI Agent From Starting Over Every Week

How Hindsight + Hermes Agent gave my setup actual long-term memory.

#development #hermes #hindsight
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LifeOS Weekly Dispatch -- 2026-06-27

AI is entering its awkward adolescence — the technology is accelerating faster than the economics, regulation, and human adaptation.

#lifeos #story #architecture
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LifeOS Weekly Dispatch — 2026-06-21

A roundup of this week's key AI and architecture news

#lifeos #story #architecture
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LifeOS Weekly Dispatch — 2026-06-14

Weekly dispatch of AI and architecture news

#lifeos #story #architecture
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LifeOS Weekly Dispatch — 2026-06-07

A roundup of this week's key AI and architecture news

#lifeos #story #architecture
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LifeOS Weekly Dispatch — 2026-06-05

Weekly dispatch of AI and architecture news

#lifeos #story #architecture
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Showing the Outcome Before the Architecture

A lesson learned while rebuilding my personal website: people care about what something does before they care how it works.

#development #website
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Building this site with Astro & AI

A quick reflection on building static sites in 2026.

#development #astro #ai