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Momin Aziz

Data Scientist who likes to build things

Location Ottawa Joined Joined on  Personal website https://maziz.ca

Education

University of Manitoba

Government of Canada IT Jobs in Ottawa

Government of Canada IT Jobs in Ottawa

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9 min read

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Tech Jobs in Ottawa: Who's Hiring

Tech Jobs in Ottawa: Who's Hiring

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6 min read
IT-02 Jobs: Pay and How to Qualify

IT-02 Jobs: Pay and How to Qualify

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8 min read
Antigravity and Codex security: stopping secret leaks with hooks and sandboxes

Antigravity and Codex security: stopping secret leaks with hooks and sandboxes

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8 min read
OpenTelemetry is the right interface for LLM APIs — but not for coding agents

OpenTelemetry is the right interface for LLM APIs — but not for coding agents

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3 min read
Why .cursorignore is not DLP

Why .cursorignore is not DLP

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2 min read
Prevent API keys and .env from reaching ChatGPT, Cursor, and Claude Code

Prevent API keys and .env from reaching ChatGPT, Cursor, and Claude Code

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2 min read
Hook DLP vs endpoint AI DLP vs AIDR

Hook DLP vs endpoint AI DLP vs AIDR

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3 min read
The compliance debt of AI coding agents

The compliance debt of AI coding agents

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5 min read
The agentic blind spot: detecting AI secret exfiltration

The agentic blind spot: detecting AI secret exfiltration

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5 min read
The enterprise AI control plane: moving from risk to audit-ready

The enterprise AI control plane: moving from risk to audit-ready

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4 min read
Claude Code security best practices for engineering teams (2026)

Claude Code security best practices for engineering teams (2026)

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8 min read
GitHub Copilot security risks: what content exclusion doesn't cover (Agent mode, MCP, CLI)

GitHub Copilot security risks: what content exclusion doesn't cover (Agent mode, MCP, CLI)

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7 min read
Cursor security checklist for engineering teams: 10 settings to check before rollout

Cursor security checklist for engineering teams: 10 settings to check before rollout

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7 min read
AI coding agent governance for small engineering teams: a one-page operating model

AI coding agent governance for small engineering teams: a one-page operating model

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7 min read
Your AI coding transcripts are a secret store: where Claude Code, Codex, Cursor, Copilot and Antigravity keep them

Your AI coding transcripts are a secret store: where Claude Code, Codex, Cursor, Copilot and Antigravity keep them

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6 min read
MCP security for coding agents: secrets in config files, server vetting and allowlists

MCP security for coding agents: secrets in config files, server vetting and allowlists

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6 min read
Source code leakage through AI coding assistants: 5 paths and the control for each

Source code leakage through AI coding assistants: 5 paths and the control for each

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7 min read
Coding agents with curl: stopping outbound data exfiltration with egress firewalls and anomaly detection

Coding agents with curl: stopping outbound data exfiltration with egress firewalls and anomaly detection

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10 min read
SOC 2 evidence for AI coding tools: what auditors ask and how to export it

SOC 2 evidence for AI coding tools: what auditors ask and how to export it

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7 min read
Do local LLMs stop coding data leakage? What running Ollama does and doesn't protect

Do local LLMs stop coding data leakage? What running Ollama does and doesn't protect

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7 min read
Entry-Level Resume Tips From Recruiters: How New Grads Get Interviews in 2026

Entry-Level Resume Tips From Recruiters: How New Grads Get Interviews in 2026

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7 min read
How to Answer Government of Canada Screening Questions From Your Résumé (With AI Help — When It's Allowed)

How to Answer Government of Canada Screening Questions From Your Résumé (With AI Help — When It's Allowed)

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6 min read
Does Your Resume Summary Actually Help You Get a Tech Job? Here's How to Tell

Does Your Resume Summary Actually Help You Get a Tech Job? Here's How to Tell

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5 min read
.claudeignore doesn't stop Claude Code reading your .env. Here's what does.

.claudeignore doesn't stop Claude Code reading your .env. Here's what does.

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9 min read
What is AI DLP? Data loss prevention for LLMs and coding agents

What is AI DLP? Data loss prevention for LLMs and coding agents

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9 min read
Is your AI DLP still installed? Measuring coverage without MDM.

Is your AI DLP still installed? Measuring coverage without MDM.

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8 min read
Verify, don't trust: measuring token waste in Claude Code and Codex.

Verify, don't trust: measuring token waste in Claude Code and Codex.

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9 min read
Shadow AI coding tools: a CISO checklist

Shadow AI coding tools: a CISO checklist

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3 min read
AI coding anomalies need evidence, not another black box

AI coding anomalies need evidence, not another black box

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4 min read
I built an AI resume tailor that won't invent your experience

I built an AI resume tailor that won't invent your experience

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8 min read
Enterprise AI Observability & Optimization (Part 3): Analyze & Cost Optimization — Deterministic Waste Signals, Active Compression & FinOps

Enterprise AI Observability & Optimization (Part 3): Analyze & Cost Optimization — Deterministic Waste Signals, Active Compression & FinOps

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4 min read
Enterprise AI Observability & Optimization (Part 2): Monitor & Observability — Org-Wide Usage, Team Attribution & Real-Time Auditing

Enterprise AI Observability & Optimization (Part 2): Monitor & Observability — Org-Wide Usage, Team Attribution & Real-Time Auditing

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4 min read
Enterprise AI Observability & Optimization (Part 1): Capturing Developer AI Interactions Across Every Surface

Enterprise AI Observability & Optimization (Part 1): Capturing Developer AI Interactions Across Every Surface

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3 min read
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