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Building AI-native backends – RAG pipelines, function calling, prompt versioning, LLM observability

Building AI-native backends – RAG pipelines, function calling, prompt versioning, LLM observability

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3 min read
GPT-OSS Safeguard: What It Actually Does (And Common Mistakes to Avoid)

GPT-OSS Safeguard: What It Actually Does (And Common Mistakes to Avoid)

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11 min read
From Experimentation to Production: How to Manage the Prompt Engineering Lifecycle

From Experimentation to Production: How to Manage the Prompt Engineering Lifecycle

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6 min read
MCP (Model Context Protocol): What It Is, Why It Matters, and How to Use It

MCP (Model Context Protocol): What It Is, Why It Matters, and How to Use It

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4 min read
Local AI is a pipe dream

Local AI is a pipe dream

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2 min read
Why Your AI Guardrails Are Basically Scotch Tape

Why Your AI Guardrails Are Basically Scotch Tape

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3 min read
I Asked My Dog How Trees Talk. Now I'm Rethinking LLM Orchestration.

I Asked My Dog How Trees Talk. Now I'm Rethinking LLM Orchestration.

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5 min read
The Art of Agentic Rules: How to Architect a Project-Aware AI

The Art of Agentic Rules: How to Architect a Project-Aware AI

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4 min read
Vectorless Rag with AWS Bedrock and PageIndex

Vectorless Rag with AWS Bedrock and PageIndex

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6 min read
Intro to LangGraph: learn simple graph building, state management, LLM integration, and LangSmith monitoring (Part 1)

Intro to LangGraph: learn simple graph building, state management, LLM integration, and LangSmith monitoring (Part 1)

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3 min read
Prompt Engineering From First Principles: The Mechanics They Don't Teach You part-1

Prompt Engineering From First Principles: The Mechanics They Don't Teach You part-1

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7 min read
Character.ai Shares Insights on Making Large-Scale Transformer Training Fasterand More Efficient

Character.ai Shares Insights on Making Large-Scale Transformer Training Fasterand More Efficient

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1 min read
Optimizing Content Delivery: A LLM Case Study

Optimizing Content Delivery: A LLM Case Study

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2 min read
Powerful LLMs Are Not the Problem — Using Them “Raw” Is A systems-engineering view for builders

Powerful LLMs Are Not the Problem — Using Them “Raw” Is A systems-engineering view for builders

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5 min read
How I Built a Claude Router with Structured Concurrency and Virtual Threads

How I Built a Claude Router with Structured Concurrency and Virtual Threads

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6 min read
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