AI-native SDLC loop showing Claude Code connecting plan, design, build, test, deploy, and maintain stages with Git-based workflow artifacts. The AI-na...

#AI Development #Claude Code #Software Engineering

Engr Mejba Ahmed

Oct 01, 2026

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📝 Claude Code

27 min read

Claude Code Effort Levels: What Max Actually Buys You

Here's the short version. Claude Code effort levels control how much checking Claude does, not how clever it is. Use /effort low to sketch, brainstorm...

#AI Development #Claude Code #Guide

Engr Mejba Ahmed

Sep 27, 2026

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Claude Opus 5.5 Is Out: The Real Cost and What Breaks

📝 AI Models

26 min read

Claude Opus 5.5 Is Out: The Real Cost and What Breaks

Anthropic shipped Claude Opus 5.5 on Tuesday, September 22, 2026. It's the first model in the Claude 5.5 family, the API ID is claude-opus-5-5, and it...

#AI Development #AI Models #News Analysis

Engr Mejba Ahmed

Sep 22, 2026

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Claude Opus 5.5 Leak: Wait, Test, or Switch Now?

📝 AI Models

22 min read

Claude Opus 5.5 Leak: Wait, Test, or Switch Now?

The Claude Opus 5.5 leak says Anthropic is privately testing a model under the codename claude-wafer-eap, priced at $4 per million input tokens and $2...

#AI Development #AI Models #Mixture of Experts

Engr Mejba Ahmed

Sep 21, 2026

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OpenAI Astra: What the Math Proofs Actually Prove

📝 AI Development

18 min read

OpenAI Astra: What the Math Proofs Actually Prove

Two dates tell this entire story, and the gap between them is the only thing worth paying attention to. October 2025. An OpenAI VP posts that GPT-5 "f...

#AI Development #AI Agents #News Analysis

Engr Mejba Ahmed

Aug 03, 2026

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📝 Claude Code

6 min read

17 Claude Code Plugins and Skills I Actually Use

I keep a deliberately small set of Claude Code plugins and skills, seventeen slots, because a bloated .claude setup made my agent measurably worse, no...

#AI Development #Developer Tools #Claude Code

Engr Mejba Ahmed

Jun 29, 2026

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#Web Development #Claude AI #llm-engineering #Agent Skills #Anthropic #Developer Tools #AI Models #Productivity

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#AI Development Articles

AI-Native SDLC: Running Anthropic's Playbook in Claude Code

Claude Code Effort Levels: What Max Actually Buys You

Claude Opus 5.5 Is Out: The Real Cost and What Breaks

Claude Opus 5.5 Leak: Wait, Test, or Switch Now?

OpenAI Astra: What the Math Proofs Actually Prove

17 Claude Code Plugins and Skills I Actually Use

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