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Muhammad Zubair

I build AI products and write down what works.

I'm Muhammad Zubair, a product manager at Funsol Technologies and the person behind FunAI Studio, Venture VPN, AI Resume Lab and Tools4PDF. These notes cover four tracks.

Muhammad Zubair
About me

Product manager, Funsol Technologies

Tracks

AI & Automation

New models, agents, MCP, n8n and practical automation for people who build with AI.

29 articles

Software Engineering

Laravel, Vue, Python and the architecture decisions behind products that have to stay up.

10 articles

Earning Online in Pakistan

Affiliate programs, freelancing and digital products for readers in Pakistan, with real payout rules.

12 articles

Newest

AI & Automation

Engineering Around 'Optics': Real-Time Safety Guardrails and Inference Latency in Python

Mitigating reputational risk in frontier model outputs requires inline moderation that avoids destroying inference throughput. We detail the Python async architecture required to run deterministic safety classifiers and streaming token aborts without blowing p99 latency budgets.

3 min read

Recent articles

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short form video

Short-Form Video Scripts That Hook in 3 Seconds: 20 Fill-in-the-Blanks Templates

In the age of infinite scroll, your first three seconds decide everything. These 20 fill-in-the-blank short-form video templates are designed to stop thumbs, boost watch time, and make your content algorithm-friendly — even if you’re not a professional copywriter. Tags: short form video, video marketing, content creation, tiktok scripts, reels hooks, video templates, viral video

3 min read

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