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What will this actually cost per month? A method for pricing an LLM workload before you commit

What will this actually cost per month? A method for pricing an LLM workload before you commit

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6 min read
Why Your AI Coding Agent Should Never See Your .env

Why Your AI Coding Agent Should Never See Your .env

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2 min read
I'm using GPT Sol and Claude Opus for free — pi-coding-agent + OmniRoute

I'm using GPT Sol and Claude Opus for free — pi-coding-agent + OmniRoute

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3 min read
The Day a Support Ticket Overrode My System Prompt

The Day a Support Ticket Overrode My System Prompt

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5 min read
7 Lessons from Building Agentic AI in Production

7 Lessons from Building Agentic AI in Production

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2 min read
Routing by task difficulty: the numbers that changed how our AI company spends on models

Routing by task difficulty: the numbers that changed how our AI company spends on models

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5 min read
The Free-Tier Trap: A Framework for Choosing Model Access

The Free-Tier Trap: A Framework for Choosing Model Access

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5 min read
The Eval Passed and Production Still Broke: A Token-Counting Retrospective

The Eval Passed and Production Still Broke: A Token-Counting Retrospective

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4 min read
Free AI Servers Fail Quietly: A Reproducible Test for MonkeyCode's Free Tier

Free AI Servers Fail Quietly: A Reproducible Test for MonkeyCode's Free Tier

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5 min read
Free Model Tokens Are a Measurement Budget, Not a Demo Fund

Free Model Tokens Are a Measurement Budget, Not a Demo Fund

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6 min read
A Free-Tier LLM Gateway: Routing, Caching, and Failover in About 200 Lines

A Free-Tier LLM Gateway: Routing, Caching, and Failover in About 200 Lines

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5 min read
Agentic RAG 2026: When the AI Decides How It Searches

Agentic RAG 2026: When the AI Decides How It Searches

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4 min read
Are We Sending Too Much Data to LLMs? Agentic Production Support (APS)

Are We Sending Too Much Data to LLMs? Agentic Production Support (APS)

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2 min read
I Built My Own AI Assistant in My Evenings — Free, No Signup, No Credit Card

I Built My Own AI Assistant in My Evenings — Free, No Signup, No Credit Card

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3 min read
The Same Prompt Twice Is Double Quota: A Verifiable Cache for Free Model Endpoints

The Same Prompt Twice Is Double Quota: A Verifiable Cache for Free Model Endpoints

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7 min read
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