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AI API Cost Caps and Multi-Key Failover: The Boring Layer That Matters

AI API Cost Caps and Multi-Key Failover: The Boring Layer That Matters

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1 min read
Documents are records waiting to exist

Documents are records waiting to exist

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2 min read
Tool Definition Drift: When Your Agent's Toolset Outgrows Its Prompt

Tool Definition Drift: When Your Agent's Toolset Outgrows Its Prompt

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8 min read
I Compared TOON vs Minified JSON Using OpenAI’s Tokenizer

I Compared TOON vs Minified JSON Using OpenAI’s Tokenizer

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2 min read
Most AI "Hallucinations" Are Context Failures, Not Model Failures

Most AI "Hallucinations" Are Context Failures, Not Model Failures

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4 min read
Modelos Antigravity (Maio 2026)

Modelos Antigravity (Maio 2026)

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4 min read
Did My LoRA Learn Tenacious Style—or Just Memorize Augmented Patterns?

Did My LoRA Learn Tenacious Style—or Just Memorize Augmented Patterns?

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3 min read
Beyond the Hype: A Comprehensive Guide to Benchmarking LLMs with AWS Labs’ LLMeter

Beyond the Hype: A Comprehensive Guide to Benchmarking LLMs with AWS Labs’ LLMeter

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6 min read
The 50,000-Token Demonstration Nobody Saved: Capturing Agent Trajectories to Train Your Own Code-SLM

The 50,000-Token Demonstration Nobody Saved: Capturing Agent Trajectories to Train Your Own Code-SLM

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14 min read
The Real Problem With AI Apps Isn’t the Model, It’s Everything Around It

The Real Problem With AI Apps Isn’t the Model, It’s Everything Around It

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2 min read
Hacking the Brain: How I Built a Custom Proxy to Run Claude Code on Gemini 2.0 Flash (For Free)

Hacking the Brain: How I Built a Custom Proxy to Run Claude Code on Gemini 2.0 Flash (For Free)

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5 min read
Chinese LLMs Are Ridiculously Cheap — Why Aren't More Developers Using Them?

Chinese LLMs Are Ridiculously Cheap — Why Aren't More Developers Using Them?

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1 min read
AI-Native Development (2026): Lập Trình Bằng "Ngôn Ngữ Tự Nhiên" Sẽ Thay Thế Dev?

AI-Native Development (2026): Lập Trình Bằng "Ngôn Ngữ Tự Nhiên" Sẽ Thay Thế Dev?

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5 min read
Building Your First Real GPT Is Not a Prompting Exercise

Building Your First Real GPT Is Not a Prompting Exercise

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6 min read
The Bottleneck Was Never the Model — It's the Routing Layer

The Bottleneck Was Never the Model — It's the Routing Layer

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7 min read
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