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You're Not Paying for Compute. You're Paying for Memory Bandwidth

You're Not Paying for Compute. You're Paying for Memory Bandwidth

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4 min read
How to Handle LLM API Errors & Rate Limits in Node.js

How to Handle LLM API Errors & Rate Limits in Node.js

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4 min read
Setting Up a Local AI Coding Agent with Ollama and Aider

Setting Up a Local AI Coding Agent with Ollama and Aider

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3 min read
I measured the token cost of 13 real AI agents (GitHub's MCP server alone is 3,546 tokens/turn)

I measured the token cost of 13 real AI agents (GitHub's MCP server alone is 3,546 tokens/turn)

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2 min read
AIchain Reasoning: One Parameter for Every Provider

AIchain Reasoning: One Parameter for Every Provider

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5 min read
MarginGate: Margin-Gated Verification for Batch-Invariant Decoding

MarginGate: Margin-Gated Verification for Batch-Invariant Decoding

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5 min read
redb.Route.Llm 3.1.1 — per-message audit fields for LLM compliance / replay

redb.Route.Llm 3.1.1 — per-message audit fields for LLM compliance / replay

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1 min read
Why Your AI Vendor Contract Needs an Evals Clause

Why Your AI Vendor Contract Needs an Evals Clause

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4 min read
The Audit Tax: Why Your Agent Made You Slower

The Audit Tax: Why Your Agent Made You Slower

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3 min read
A simple way to test model fallbacks with RouterBase

A simple way to test model fallbacks with RouterBase

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1 min read
The Silent 10 Tax: How a Nondeterministic System Prompt Voids Your LLM Prompt Cache

The Silent 10 Tax: How a Nondeterministic System Prompt Voids Your LLM Prompt Cache

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7 min read
Why 95 Reviews Beats 20 Reviews — Even When Both Score 95%

Why 95 Reviews Beats 20 Reviews — Even When Both Score 95%

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6 min read
The hardest part of my AI dating app wasn't the AI — it was making it not sound like AI

The hardest part of my AI dating app wasn't the AI — it was making it not sound like AI

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3 min read
Production AI Scoring: Processing 10,000+ Job Listings Daily with GPT-4

Production AI Scoring: Processing 10,000+ Job Listings Daily with GPT-4

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5 min read
Article by Sakthivadivel - Observing the Swarm: The Critical Need for Multi-Agent Orchestration Observability

Article by Sakthivadivel - Observing the Swarm: The Critical Need for Multi-Agent Orchestration Observability

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4 min read
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