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Why MCP agents keep hallucinating in big codebases (and how knowledge graphs fix it)

Why MCP agents keep hallucinating in big codebases (and how knowledge graphs fix it)

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4 min read
When Rules Fight the Training Distribution
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When Rules Fight the Training Distribution

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4 min read
Building Your Own "Google Maps for Codebases": A Practical Guide to Codebase Q&A with LLMs

Building Your Own "Google Maps for Codebases": A Practical Guide to Codebase Q&A with LLMs

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6 min read
pull requests aren't dying. your review process is.
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pull requests aren't dying. your review process is.

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4 min read
Conditional Cancellation in Java 21: When Sibling Work Should Stop

Conditional Cancellation in Java 21: When Sibling Work Should Stop

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3 min read
I Built a Reverse Marketplace with .NET 10, gRPC-Web, and Vanilla JS

I Built a Reverse Marketplace with .NET 10, gRPC-Web, and Vanilla JS

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2 min read
KARN - Language agents speak

KARN - Language agents speak

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2 min read
The Hard Lesson of API Integration: Assumptions Are Silent Killers

The Hard Lesson of API Integration: Assumptions Are Silent Killers

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1 min read
Connecting to a Database
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Connecting to a Database

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5 min read
How I Built a Memory System for Autonomous AI Agents (And Why You Need One Too)

How I Built a Memory System for Autonomous AI Agents (And Why You Need One Too)

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2 min read
Hot Reload + Native Speed - Why I Built My Own Language for Android (and Desktop)

Hot Reload + Native Speed - Why I Built My Own Language for Android (and Desktop)

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3 min read
Base64 Decode in Java: getDecoder, getUrlDecoder, getMimeDecoder, and Streaming

Base64 Decode in Java: getDecoder, getUrlDecoder, getMimeDecoder, and Streaming

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13 min read
Why USSD Still Matters in 2026: Lessons from Kenya’s Hustler Fund and Everyday Banking

Why USSD Still Matters in 2026: Lessons from Kenya’s Hustler Fund and Everyday Banking

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4 min read
Automation for Applications

Automation for Applications

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2 min read
Go's context: one goroutine cancels, all goroutines stop
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Go's context: one goroutine cancels, all goroutines stop

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8 min read
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