The most useful file in Anthropic's commerce blueprint is 119 lines long, and it is not a prompt. It is commerce-common/commerce_common/prompt_assembl...

#AI Agents #Practitioner Guide #Commerce Agents

Engr Mejba Ahmed

Sep 16, 2026

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Wayfinder Skill: Plan Multi-Session AI Work

📝 AI Agents

10 min read

Wayfinder Skill: Plan Multi-Session AI Work

A plan document is the wrong artifact for AI work that spans multiple sessions. I learned this the expensive way: the reasoning that produced a plan l...

#Claude Code #AI Agents #Claude Code

Engr Mejba Ahmed

Aug 07, 2026

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OKF Second Brain: I Converted My Claude Setup

📝 AI Agents

8 min read

OKF Second Brain: I Converted My Claude Setup

An OKF second brain is a personal knowledge base restructured to Google's Open Knowledge Format: a directory of markdown concept files with YAML front...

#Case Study #Claude Code #AI Agents

Engr Mejba Ahmed

Jun 27, 2026

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Loop Engineering: How to Design Agent Loops

📝 AI Agents

10 min read

Loop Engineering: How to Design Agent Loops

The first time I built a loop with no real stop condition, it cost me $12 and ran for 28 minutes before I killed it. The agent was not broken. It did...

#AI Automation #AI Agents #Agent Architecture

Engr Mejba Ahmed

Jun 20, 2026

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Google's Open Knowledge Format: A Builder's First Look

📝 AI Agents

20 min read

Google's Open Knowledge Format: A Builder's First Look

I almost ignored it. Another spec, another acronym, another "vendor-neutral standard" press release landing in my feed on a Friday. Google Cloud publi...

#AI Agents #Guide #Knowledge Management

Engr Mejba Ahmed

Jun 19, 2026

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Going Agent Native: Why I Stopped Chasing Models

📝 AI Agents

16 min read

Going Agent Native: Why I Stopped Chasing Models

I almost wrote another model comparison. I had the tab open — Opus 4.8 on the left, GPT-5.5 on the right, the benchmark chart screenshotted, the "whic...

#AI Agents #AI Workflow #OpenAI Codex

Engr Mejba Ahmed

Jun 01, 2026

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AI Agents Articles

Commerce Agent Architecture: What the Code Reveals

Wayfinder Skill: Plan Multi-Session AI Work

OKF Second Brain: I Converted My Claude Setup

Loop Engineering: How to Design Agent Loops

Google's Open Knowledge Format: A Builder's First Look

Going Agent Native: Why I Stopped Chasing Models

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