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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
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
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 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
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
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
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
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
Why Open-Weight Models Are Closing the Gap with Closed Models

Why Open-Weight Models Are Closing the Gap with Closed Models

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2 min read
Benchmark scores are marketing now

Benchmark scores are marketing now

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4 min read
Trend: On-Device Small Language Models Are Replacing Cloud Calls

Trend: On-Device Small Language Models Are Replacing Cloud Calls

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1 min read
Trend: On-Device Small Language Models Are Replacing Cloud Calls

Trend: On-Device Small Language Models Are Replacing Cloud Calls

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2 min read
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