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You Wanted Me to Delete the DB, Right?

You Wanted Me to Delete the DB, Right?

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3 min read
Three Rounds of Training Turn a Word-Predictor Into a Chatbot. None of Them Are Magic.

Three Rounds of Training Turn a Word-Predictor Into a Chatbot. None of Them Are Magic.

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7 min read
Stop Sending the Raw User Prompt Straight to Your Retriever

Stop Sending the Raw User Prompt Straight to Your Retriever

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2 min read
Why Multi-Head Attention Needs Position, Residuals, and Normalization

Why Multi-Head Attention Needs Position, Residuals, and Normalization

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5 min read
How to Stop One Customer From Blowing Up Your Entire LLM Budget

How to Stop One Customer From Blowing Up Your Entire LLM Budget

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2 min read
The Hidden Cost of AI in Production: How a Single Misconfigured LLM Call Blew Through Our API Budget

The Hidden Cost of AI in Production: How a Single Misconfigured LLM Call Blew Through Our API Budget

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5 min read
Why You Should Never Let an LLM Decide Your AI Agent's Permissions

Why You Should Never Let an LLM Decide Your AI Agent's Permissions

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4 min read
Why Unknown Model Pricing Should Fail Closed in AI-Agent Runtimes

Why Unknown Model Pricing Should Fail Closed in AI-Agent Runtimes

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3 min read
Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

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7 min read
codex fixing codex: a consensus loop that argues, judges, and merges its own PRs

codex fixing codex: a consensus loop that argues, judges, and merges its own PRs

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5 min read
Catch LLM Schema Drift Before It Breaks Production

Catch LLM Schema Drift Before It Breaks Production

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4 min read
SuperCompress is now on PyPI! pip install supercompress in 1 line

SuperCompress is now on PyPI! pip install supercompress in 1 line

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1 min read
How to Prevent Prompt Injection in LangChain Python Apps

How to Prevent Prompt Injection in LangChain Python Apps

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12 min read
SEO Isn't Dead — It Got a New Boss, and Its Name Is the Answer Box

SEO Isn't Dead — It Got a New Boss, and Its Name Is the Answer Box

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4 min read
We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

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4 min read
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