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The fundamental structures of a software system.

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Part 5 — Installing a Black Box Recorder in Your RAG System: 4-Layer Metadata + 3-Level Verification, Root Cause in 5 Minutes

Part 5 — Installing a Black Box Recorder in Your RAG System: 4-Layer Metadata + 3-Level Verification, Root Cause in 5 Minutes

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9 min read
Why Are We Still Writing Code When No One Is Going to Read It?

Why Are We Still Writing Code When No One Is Going to Read It?

1
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3 min read
Choosing a Natural Language Query Architecture for Dynamic Data Systems

Choosing a Natural Language Query Architecture for Dynamic Data Systems

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3 min read
The IPL final. 50+ MILLION people streaming the same match at the same second - a real world record set on Hotstar. 🏏

The IPL final. 50+ MILLION people streaming the same match at the same second - a real world record set on Hotstar. 🏏

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1 min read
Part 3 — Vector Retrieval in Domain-Specific Terminology Scenarios: From Model Selection to Dual Validation

Part 3 — Vector Retrieval in Domain-Specific Terminology Scenarios: From Model Selection to Dual Validation

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10 min read
Part 2 — Why Does One System Need Three Chunking Strategies? And One Document Type Shouldn't Be Chunked At All

Part 2 — Why Does One System Need Three Chunking Strategies? And One Document Type Shouldn't Be Chunked At All

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9 min read
Part 1 — How Do Unstructured Documents Become a Searchable Knowledge Base? Five Key Engineering Decisions in the Ingestion Pipeline

Part 1 — How Do Unstructured Documents Become a Searchable Knowledge Base? Five Key Engineering Decisions in the Ingestion Pipeline

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9 min read
Why I chose MCP over RAG for live infrastructure auditing

Why I chose MCP over RAG for live infrastructure auditing

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4 min read
The Security Model I Use When AI Agents Touch Employee Data

The Security Model I Use When AI Agents Touch Employee Data

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4 min read
The /.well-known/openid-configuration Alias That Makes MCP Connectors Just Work

The /.well-known/openid-configuration Alias That Makes MCP Connectors Just Work

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4 min read
New Book Offers Practical Mobile App Security Guide for Developers and AppSec Engineers

New Book Offers Practical Mobile App Security Guide for Developers and AppSec Engineers

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10 min read
Building a High-Performance CAD Engine in Vanilla JavaScript (No Frameworks)

Building a High-Performance CAD Engine in Vanilla JavaScript (No Frameworks)

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2 min read
Why AOT Compilation is Crucial for Modern Browser Extension Development

Why AOT Compilation is Crucial for Modern Browser Extension Development

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3 min read
The Cyber Symphony: Synthesizing a Cohesive Security Strategy

The Cyber Symphony: Synthesizing a Cohesive Security Strategy

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4 min read
We Built Stateful Music Sessions With Hindsight How cascadeflow Helped Us Isolate Generation Failures

We Built Stateful Music Sessions With Hindsight How cascadeflow Helped Us Isolate Generation Failures

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6 min read
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