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I Replaced grep-Based Code Review with a Knowledge Graph + MCP. Here Are 3 Bugs Vector Search Missed.

I Replaced grep-Based Code Review with a Knowledge Graph + MCP. Here Are 3 Bugs Vector Search Missed.

Comments 1
7 min read
C# API CRUD Done Wrong, Then Done Right: A Complete Bad-Practices-vs-Best-Practices Walkthrough

C# API CRUD Done Wrong, Then Done Right: A Complete Bad-Practices-vs-Best-Practices Walkthrough

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13 min read
Code Review SLAs That Teams Actually Keep

Code Review SLAs That Teams Actually Keep

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5 min read
Codex vs CodeRabbit: Choose the Ownership Boundary, Not the Review Score

Codex vs CodeRabbit: Choose the Ownership Boundary, Not the Review Score

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11 min read
Cross-Family Code Review: An Operational Control Without Comparative Evidence

Cross-Family Code Review: An Operational Control Without Comparative Evidence

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4 min read
My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

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Comments 4
8 min read
Junior AppSec Engineer Overwhelmed by Massive Code Reviews: Strategies for Efficiency and Confidence

Junior AppSec Engineer Overwhelmed by Massive Code Reviews: Strategies for Efficiency and Confidence

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11 min read
How to Do Your First Code Review

How to Do Your First Code Review

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4 min read
What Senior Engineers Actually Do During Code Reviews (It's Not Just Finding Bugs)

What Senior Engineers Actually Do During Code Reviews (It's Not Just Finding Bugs)

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Comments 2
8 min read
Why we built AgentConnect

Why we built AgentConnect

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4 min read
AI Review Isn't the Gate. Your CI Pipeline Still Is.

AI Review Isn't the Gate. Your CI Pipeline Still Is.

Comments 1
5 min read
When to Request Changes in a Code Review

When to Request Changes in a Code Review

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4 min read
Context Engineering for Unity: How to Make AI Useful on Real Projects

Context Engineering for Unity: How to Make AI Useful on Real Projects

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12 min read
Code Review Comments: Examples That Actually Land

Code Review Comments: Examples That Actually Land

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4 min read
A Claude Code Review Workflow That Saved 30 Minutes Per Engineer a Day

A Claude Code Review Workflow That Saved 30 Minutes Per Engineer a Day

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4 min read
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