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ML-based LLM request classifier for cost-optimized routing (~2ms inference)

ML-based LLM request classifier for cost-optimized routing (~2ms inference)

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1 min read
Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

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7 min read
Four Write Tools, Zero Confirmation, What Could Go Wrong

Four Write Tools, Zero Confirmation, What Could Go Wrong

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5 min read
How I Cut My AI API Costs by 60%: A Data-Driven Approach to LLM Model Selection

How I Cut My AI API Costs by 60%: A Data-Driven Approach to LLM Model Selection

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2 min read
Architecture Over Model: How We Got 13/13 Bug Detection Without Upgrading to a Stronger AI

Architecture Over Model: How We Got 13/13 Bug Detection Without Upgrading to a Stronger AI

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13 min read
AI workshop platform for real human questions

AI workshop platform for real human questions

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1 min read
Monitoring LLM API Calls in Python: Latency, Token Usage, and Cost Tracking With OpenTelemetry

Monitoring LLM API Calls in Python: Latency, Token Usage, and Cost Tracking With OpenTelemetry

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9 min read
pip-guardian on Pypi

pip-guardian on Pypi

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2 min read
AI Pushes Into Health, Genes, Audio, Campus Labs, and Security

AI Pushes Into Health, Genes, Audio, Campus Labs, and Security

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2 min read
Context Pruning Delivers Measurable ROI for Enterprise AI

Context Pruning Delivers Measurable ROI for Enterprise AI

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1 min read
Decoding Base Model Readiness for Downstream Tasks

Decoding Base Model Readiness for Downstream Tasks

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1 min read
Best MCP Gateway for 50% Token Cost Savings

Best MCP Gateway for 50% Token Cost Savings

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3 min read
How to Implement Semantic Pruning in Your RAG Stack

How to Implement Semantic Pruning in Your RAG Stack

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1 min read
Context Pruning Unlocks Superior RAG Accuracy Metrics

Context Pruning Unlocks Superior RAG Accuracy Metrics

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1 min read
I kept getting wrecked by Claude API bills. So I built a middleware layer.

I kept getting wrecked by Claude API bills. So I built a middleware layer.

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1 min read
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