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The AI Exam Author Was Never Wrong. I Still Can't Use Its Exam.

The AI Exam Author Was Never Wrong. I Still Can't Use Its Exam.

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4 min read
Context Drift on a Free Server: A Reproducible Memory Stress Test

Context Drift on a Free Server: A Reproducible Memory Stress Test

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4 min read
Free AI Servers Are a Constraint, Not a Gift: A Reproducible Evaluation

Free AI Servers Are a Constraint, Not a Gift: A Reproducible Evaluation

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5 min read
An Agent on a Leash, or why my AI agent doesn't make business decisions

An Agent on a Leash, or why my AI agent doesn't make business decisions

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6 min read
Free Endpoints Are a Contract, Not a Gift: A Fit Test for Agent Workloads

Free Endpoints Are a Contract, Not a Gift: A Fit Test for Agent Workloads

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5 min read
The loop your agent can't see

The loop your agent can't see

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6 min read
Free AI Servers Are a Trap Until You Meter Them

Free AI Servers Are a Trap Until You Meter Them

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5 min read
Free Tokens, Paid Verification: A Cost-Per-Compile Gauntlet for MonkeyCode's Free Tier

Free Tokens, Paid Verification: A Cost-Per-Compile Gauntlet for MonkeyCode's Free Tier

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4 min read
Domux: a compact open model for smart-home command understanding at the edge

Domux: a compact open model for smart-home command understanding at the edge

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1 min read
Debugging a Flaky LLM Pipeline: Timeouts, Truncation, and a 40-Line Probe

Debugging a Flaky LLM Pipeline: Timeouts, Truncation, and a 40-Line Probe

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5 min read
DeepSeek Harness: When the Agent Runtime Becomes the Product

DeepSeek Harness: When the Agent Runtime Becomes the Product

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6 min read
Agent Memory Poisoning: Why Content Screening and Provenance Ranking Can't Stop Persistent False Information

Agent Memory Poisoning: Why Content Screening and Provenance Ranking Can't Stop Persistent False Information

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4 min read
One Project Ate the Shared Free Tier: A Per-Project Quota Pattern for LLM Gateways

One Project Ate the Shared Free Tier: A Per-Project Quota Pattern for LLM Gateways

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4 min read
Claude Code's ELI5 Skill Explained: How It Works, Setup, and When to Use It

Claude Code's ELI5 Skill Explained: How It Works, Setup, and When to Use It

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4 min read
Steal This Exam. Here's How to Port It to Your Own Pipeline.

Steal This Exam. Here's How to Port It to Your Own Pipeline.

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5 min read
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