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Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

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5 min read
learn-claude-code: 12 Sessions From a While Loop to Multi-Agent Teams, Zero Frameworks

learn-claude-code: 12 Sessions From a While Loop to Multi-Agent Teams, Zero Frameworks

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2 min read
Building an LLM-as-a-Judge Evaluation Pipeline for Translation Quality

Building an LLM-as-a-Judge Evaluation Pipeline for Translation Quality

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4 min read
Character consistency in AI image generation — where prompts break down and LoRA helps

Character consistency in AI image generation — where prompts break down and LoRA helps

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6 min read
The Crypto AI Agent Stack That Costs $0/Month to Run

The Crypto AI Agent Stack That Costs $0/Month to Run

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5 min read
Scaling a Self-Hosted Billing Monitor from 1 to 100 Tenants

Scaling a Self-Hosted Billing Monitor from 1 to 100 Tenants

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3 min read
The Hidden Costs of Paper Trading: What 6 Weeks of Data Showed

The Hidden Costs of Paper Trading: What 6 Weeks of Data Showed

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2 min read
🚀 Looking for Python Repos on Automated Video Generation

🚀 Looking for Python Repos on Automated Video Generation

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1 min read
Quantify Your Life: Building a High-Performance Health Data Lake with InfluxDB, Grafana, and Python 🚀

Quantify Your Life: Building a High-Performance Health Data Lake with InfluxDB, Grafana, and Python 🚀

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4 min read
My 6-week-old language is mass producing Go's async scheduler

My 6-week-old language is mass producing Go's async scheduler

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5 min read
CTX: I built a LLM-free code context loader that uses 5.2% of tokens

CTX: I built a LLM-free code context loader that uses 5.2% of tokens

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1 min read
Building a Trading Bot That Could Turn $10K into $102K: xLSTM (DL) + PPO (RL)

Building a Trading Bot That Could Turn $10K into $102K: xLSTM (DL) + PPO (RL)

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5 min read
How I built a production-hardened LLM API with HMAC-signed outputs and 30-pattern injection detection

How I built a production-hardened LLM API with HMAC-signed outputs and 30-pattern injection detection

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4 min read
How to Evaluate a Binary Classifier: A Complete Guide

How to Evaluate a Binary Classifier: A Complete Guide

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5 min read
Your AI Is Doing the Wrong Job. That's On You.

Your AI Is Doing the Wrong Job. That's On You.

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11 min read
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