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Ali Afana

Building AI products from Gaza. Cybersec student turned AI builder. Creating Provia — an AI sales platform. I document every bug, fix, and lesson. The journey is the content. Follow along.

Education

Information Security / Cybersecurity

Work

Founder at Provia | Cybersecurity Student

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I Added Three Rules to Gemma 4. The MoE Searched. The Dense Model Refused.
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Gemma 4 Challenge: Write about Gemma 4 Submission

I Added Three Rules to Gemma 4. The MoE Searched. The Dense Model Refused.

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Comments 35
11 min read
I Was About to Rewrite My Chat Router. The Bug Was Two Lines in a Prompt.
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Marketing copy mistaken for product catalogs

I Was About to Rewrite My Chat Router. The Bug Was Two Lines in a Prompt.

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Comments 14
7 min read
OpenAI Tells You What You Spent. Not Where. So I Built a Dashboard.
Cover image for OpenAI Tells You What You Spent. Not Where. So I Built a Dashboard.

Identifies 100x cost gaps between features

OpenAI Tells You What You Spent. Not Where. So I Built a Dashboard.

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Comments 54
8 min read
I Fixed 5 Chained AI Bugs in My Sales Chatbot — Each Solution Revealed the Next Problem
Cover image for I Fixed 5 Chained AI Bugs in My Sales Chatbot — Each Solution Revealed the Next Problem

The Two-Context Architecture design pattern

I Fixed 5 Chained AI Bugs in My Sales Chatbot — Each Solution Revealed the Next Problem

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Comments 8
9 min read
How I Cut My AI Chatbot Costs by 55% With One Architecture Change
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How I Cut My AI Chatbot Costs by 55% With One Architecture Change

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Comments 7
8 min read
I Raised Gemma 4's Token Cap. The Dense Model Stopped Refusing.
Cover image for I Raised Gemma 4's Token Cap. The Dense Model Stopped Refusing.

Gemma 4 Challenge: Write about Gemma 4 Submission

I Raised Gemma 4's Token Cap. The Dense Model Stopped Refusing.

7
Comments
7 min read

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How to Find the Postgres Indexes Your Planner Never Picks (I Found 20 of 51)
Cover image for How to Find the Postgres Indexes Your Planner Never Picks (I Found 20 of 51)

78% index disk waste revealed by custom tools

How to Find the Postgres Indexes Your Planner Never Picks (I Found 20 of 51)

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Comments 5
10 min read
A Stranger Audited My AI Product for Free. Here's What They Found.
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A Stranger Audited My AI Product for Free. Here's What They Found.

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Comments 3
5 min read
Every API Route in My App Was Wide Open — Here's What I Found When I Finally Checked
Cover image for Every API Route in My App Was Wide Open — Here's What I Found When I Finally Checked

Every API Route in My App Was Wide Open — Here's What I Found When I Finally Checked

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Comments 2
7 min read
I Asked My AI 'That's Sold Out, Right?' — It Had 5 in Stock and Still Said Yes
Cover image for I Asked My AI 'That's Sold Out, Right?' — It Had 5 in Stock and Still Said Yes

I Asked My AI 'That's Sold Out, Right?' — It Had 5 in Stock and Still Said Yes

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Comments 8
5 min read
Why Your AI Is Lying to Your Customers ?(Prompt Engineering Won't Fix It)
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Why Your AI Is Lying to Your Customers ?(Prompt Engineering Won't Fix It)

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Comments
11 min read
My AI Kept Recommending Pajamas for Date Night — Here's Why
Cover image for My AI Kept Recommending Pajamas for Date Night — Here's Why

My AI Kept Recommending Pajamas for Date Night — Here's Why

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Comments 2
6 min read
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