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A Beginner’s guide to Instructor: Get Structured Outputs From LLMs

A Beginner’s guide to Instructor: Get Structured Outputs From LLMs

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4 min read
How OneCLI Handles Prompt Injection Risks

How OneCLI Handles Prompt Injection Risks

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6 min read
My personal journey learning about prompt-injections and how that influences my use of AI (agents)

My personal journey learning about prompt-injections and how that influences my use of AI (agents)

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9 min read
A $0.25 model beat a $3 model -- with better context

A $0.25 model beat a $3 model -- with better context

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7 min read
To Teach AI How to Remember, First Teach It How to Forget

To Teach AI How to Remember, First Teach It How to Forget

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7 min read
LiteLLM PyPI Supply Chain Compromise: How a Popular LLM Proxy Became a Credential-Stealing Backdoor

LiteLLM PyPI Supply Chain Compromise: How a Popular LLM Proxy Became a Credential-Stealing Backdoor

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4 min read
Building AI-Ready Backends: Streaming, Tool Use, and LLM Integration Patterns (2026)

Building AI-Ready Backends: Streaming, Tool Use, and LLM Integration Patterns (2026)

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6 min read
AI System's Internal Logic Exposed via Creative Querying: Enhanced Access Restrictions Proposed

AI System's Internal Logic Exposed via Creative Querying: Enhanced Access Restrictions Proposed

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13 min read
Beyond Brute Force: Understanding Benchmark Saturation

Beyond Brute Force: Understanding Benchmark Saturation

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6 min read
Meta Ai Agent Triggers Severity 1 Incident How To Architect Away Unauthorized Autonomy

Meta Ai Agent Triggers Severity 1 Incident How To Architect Away Unauthorized Autonomy

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6 min read
Ten CLAUDE.md rules for Claude Code - four edit-time, six runtime

Ten CLAUDE.md rules for Claude Code - four edit-time, six runtime

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4 min read
Every LLM Has a Superpower and a Blind Spot. I Built a Benchmark Around That Observation

Every LLM Has a Superpower and a Blind Spot. I Built a Benchmark Around That Observation

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6 min read
MCP Apps - Finally a UI paradigm that speaks the language of intent

MCP Apps - Finally a UI paradigm that speaks the language of intent

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9 min read
Can AI Personas Actually Make Unsafe Models Safer? Our Experiment Says: It Depends

Can AI Personas Actually Make Unsafe Models Safer? Our Experiment Says: It Depends

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1 min read
Testing MCP Servers: The Five Gates Between Demo and Production

Testing MCP Servers: The Five Gates Between Demo and Production

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18 min read
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