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# I Built a Legal OS for a Zimbabwean Law Firm — Here's What AI-Assisted Legal Research Actually Looks Like

# I Built a Legal OS for a Zimbabwean Law Firm — Here's What AI-Assisted Legal Research Actually Looks Like

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7 min read
AI Is Cutting DE Jobs. It's Also Creating Them. Here's the Map.

AI Is Cutting DE Jobs. It's Also Creating Them. Here's the Map.

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7 min read
"My Comment-Reply Pipeline Was Feeding Me Garbled HTML Entities Instead of the Actual Comment"

"My Comment-Reply Pipeline Was Feeding Me Garbled HTML Entities Instead of the Actual Comment"

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4 min read
Choosing a GDPR-Compliant Speech-to-Text API With EU Data Residency

Choosing a GDPR-Compliant Speech-to-Text API With EU Data Residency

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6 min read
AI content detection script Python: how I test against 3 detectors at once

AI content detection script Python: how I test against 3 detectors at once

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8 min read
Stegachirp: Hide Messages in Audio Files Using Pure Python (No NumPy, No SciPy)

Stegachirp: Hide Messages in Audio Files Using Pure Python (No NumPy, No SciPy)

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5 min read
Securing a FastAPI Backend with Bandit: A Real SAST Analysis

Securing a FastAPI Backend with Bandit: A Real SAST Analysis

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6 min read
Applying SAST to Any Application (Without Sonar, Snyk, Semgrep, or Veracode)

Applying SAST to Any Application (Without Sonar, Snyk, Semgrep, or Veracode)

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5 min read
I Built a $0 Local AI Automation Stack: Agentic Coding + Market Data Over MCP

I Built a $0 Local AI Automation Stack: Agentic Coding + Market Data Over MCP

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2 min read
🕸️ The Ultimate Web Scraping Escalation Path: From Basic Bots to Challenge Decoding

🕸️ The Ultimate Web Scraping Escalation Path: From Basic Bots to Challenge Decoding

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6 min read
Python vs JavaScript for Backend Automation in 2026

Python vs JavaScript for Backend Automation in 2026

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8 min read
The RAG Bug That Isn't an Error: Bad Retrieval

The RAG Bug That Isn't an Error: Bad Retrieval

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1 min read
My Fix Commit Cited a bugs.md Entry That Didn't Exist Yet

My Fix Commit Cited a bugs.md Entry That Didn't Exist Yet

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4 min read
The Security Gap in MCP Tool Servers (And What I Built to Fix It)

The Security Gap in MCP Tool Servers (And What I Built to Fix It)

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8 min read
I Measured What My Curated MCP Tool Output Is Actually Saving

I Measured What My Curated MCP Tool Output Is Actually Saving

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4 min read
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