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The Dual-Layer Document Problem: How to Preserve Official Notary Stamps and Signatures in Word Without Sacrificing Text Editability

The Dual-Layer Document Problem: How to Preserve Official Notary Stamps and Signatures in Word Without Sacrificing Text Editability

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4 min read
Building a RAG Knowledge Assistant: Chunking, Embeddings, Vector Search, and Answers That Cite Their Sources

Building a RAG Knowledge Assistant: Chunking, Embeddings, Vector Search, and Answers That Cite Their Sources

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6 min read
How I tell a poisoned SERP from a ranking drop with plain Python

How I tell a poisoned SERP from a ranking drop with plain Python

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7 min read
AI Agent Fundamentals: Decision-Making Loops, Tools, and Agentic vs. Procedural Reasoning

AI Agent Fundamentals: Decision-Making Loops, Tools, and Agentic vs. Procedural Reasoning

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2 min read
Find newly registered UK companies by town with free Companies House data (Python, no API key)

Find newly registered UK companies by town with free Companies House data (Python, no API key)

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3 min read
How I Run 9 YouTube Channels Without Lifting a Finger

How I Run 9 YouTube Channels Without Lifting a Finger

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1 min read
Google Cloud Workbench: Train an Iris Model and Save It to Cloud Storage

Google Cloud Workbench: Train an Iris Model and Save It to Cloud Storage

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1 min read
Silero VAD Endpointing Cut Off 23% of Answers: 700ms Isn't a Turn

Silero VAD Endpointing Cut Off 23% of Answers: 700ms Isn't a Turn

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6 min read
How accurate is IPO GMP? We checked all 294 Indian IPOs listed in 2026

How accurate is IPO GMP? We checked all 294 Indian IPOs listed in 2026

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6 min read
How I count repeated questions across 44 GTU exam papers (and what broke)

How I count repeated questions across 44 GTU exam papers (and what broke)

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5 min read
Your Timeout Is Local: Five Myths About Model Calls You Retry

Your Timeout Is Local: Five Myths About Model Calls You Retry

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7 min read
A Freeze Needs a Witness: Seed-Matrix Triage Before You Quarantine a Flaky Test

A Freeze Needs a Witness: Seed-Matrix Triage Before You Quarantine a Flaky Test

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6 min read
The Diff Budget: Prove the Smallest Safe Refactor Before You Merge It

The Diff Budget: Prove the Smallest Safe Refactor Before You Merge It

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5 min read
Citation or a Named Owner: A Routing Gate for Model-Drafted Docs

Citation or a Named Owner: A Routing Gate for Model-Drafted Docs

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7 min read
New US private funding rounds, daily, from Form D notices in Python

New US private funding rounds, daily, from Form D notices in Python

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8 min read
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