For about a year my model-picking logic was lazy and it worked: if the task mattered, reach for Opus; if it did not, reach for Sonnet and accept sligh...

#Claude #Claude #AI Model Reviews

Engr Mejba Ahmed

Jul 01, 2026

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AI Model Roundup June 2026: Sonnet 5 and Orchestration

📝 AI Development

18 min read

AI Model Roundup June 2026: Sonnet 5 and Orchestration

June 2026 was the month the AI race stopped being a single-file sprint. Three things moved at once: the frontier kept climbing on raw capability, a se...

#AI Development #Claude #Claude

Engr Mejba Ahmed

Jun 23, 2026

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Practical AGI Is Already Here: Anthropic's Own Numbers

📝 Claude Code

18 min read

Practical AGI Is Already Here: Anthropic's Own Numbers

I read Anthropic's report on practical AGI twice before I admitted what it was actually saying. The first read, I did the thing every engineer does —...

#Anthropic #AI Agents #Claude

Engr Mejba Ahmed

Jun 07, 2026

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Infinite Brain: The AI Knowledge Graph That Killed PARA

📝 Claude Code

8 min read

Infinite Brain: The AI Knowledge Graph That Killed PARA

PARA organizes knowledge for a human who browses. AI agents don't browse, they retrieve, and that difference is not cosmetic: it decides how many toke...

#Tutorial #AI Workflow #Claude

Engr Mejba Ahmed

May 06, 2026

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📝 Claude Design

20 min read

Claude Design First Look: I Tested Anthropic's New Tool

Figma's stock dropped the morning Claude Design launched. Not by a point or two. It nosedived. The market's reaction was immediate and brutal, and it...

#Anthropic #AI design tools #Claude

Engr Mejba Ahmed

Apr 19, 2026

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📝 AI Agent

7 min read

AI Agent Cost Optimization: Run 24/7 Agents Under $50/Month

The most expensive mistake in AI agents is not picking the wrong model. It is putting a model where no model belongs. I run agents and automations eve...

#Tutorial #AI Agents #Cost Optimization