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I Built an LLM Gateway That Learns Which Model to Use — Here's How the Routing Works

I Built an LLM Gateway That Learns Which Model to Use — Here's How the Routing Works

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5 min read
Disassembling AI Agents - Part 2: Claude Code

Disassembling AI Agents - Part 2: Claude Code

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15 min read
GPT-5.4 Is Here, Cursor Just Got Agentic, and Open-Source LLMs Are Winning — Here's What's Happening in AI Right Now

GPT-5.4 Is Here, Cursor Just Got Agentic, and Open-Source LLMs Are Winning — Here's What's Happening in AI Right Now

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3 min read
I shipped an LLM feature, got 11 users, then the model silently changed on me. Here's what I built to stop it happening again.

I shipped an LLM feature, got 11 users, then the model silently changed on me. Here's what I built to stop it happening again.

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3 min read
Extracting and Validating Code Blocks from LLM-Generated Markdown in Python

Extracting and Validating Code Blocks from LLM-Generated Markdown in Python

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5 min read
LLM vs RAG

LLM vs RAG

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1 min read
How to Add LLM Drift Monitoring to Your CI/CD Pipeline (Free, 5 Minutes)

How to Add LLM Drift Monitoring to Your CI/CD Pipeline (Free, 5 Minutes)

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3 min read
Is GitHub Copilot open source or proprietary?

Is GitHub Copilot open source or proprietary?

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7 min read
Gemini 1.5 Pro Also Drifts: Known Regression Patterns and How to Monitor Them

Gemini 1.5 Pro Also Drifts: Known Regression Patterns and How to Monitor Them

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3 min read
I Found a 0.575 Drift Score Between Two Consecutive LLM Runs. Here's Exactly What Changed.

I Found a 0.575 Drift Score Between Two Consecutive LLM Runs. Here's Exactly What Changed.

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3 min read
LLM Wiki: I Set Up Karpathy's Local Knowledge Base — Here's What Actually Works [2026 Guide]

LLM Wiki: I Set Up Karpathy's Local Knowledge Base — Here's What Actually Works [2026 Guide]

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7 min read
My LLM Started Lying to My App and I Didn't Notice for Three Days

My LLM Started Lying to My App and I Didn't Notice for Three Days

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4 min read
How I stopped burning money on AI prompts and time on feeds (solo Mac dev playbook)

How I stopped burning money on AI prompts and time on feeds (solo Mac dev playbook)

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2 min read
How to Structure a Python Project for Long-Running LLM Batch Jobs

How to Structure a Python Project for Long-Running LLM Batch Jobs

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5 min read
Building a Retry System with Exponential Backoff for LLM API Calls in Python

Building a Retry System with Exponential Backoff for LLM API Calls in Python

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5 min read
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