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How I'm re-discovering computer science with LLM revolution

How I'm re-discovering computer science with LLM revolution

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6 min read
Unlocking Peak Performance: A Deep Dive into GPU Passthrough and Auto-Scaling for Containerized AI Agents

Unlocking Peak Performance: A Deep Dive into GPU Passthrough and Auto-Scaling for Containerized AI Agents

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6 min read
Pulse - AI Debugger - Beta Testers Wanted

Pulse - AI Debugger - Beta Testers Wanted

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2 min read
Why Your AI Coding Assistant Needs a Control Plane: From Raw SQL to Orchestrated Intelligence

Why Your AI Coding Assistant Needs a Control Plane: From Raw SQL to Orchestrated Intelligence

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5 min read
AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

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6 min read
What Is Context Engineering?

What Is Context Engineering?

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6 min read
AI Fundamentals - Part 1: From Prompt to Response

AI Fundamentals - Part 1: From Prompt to Response

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7 min read
Claude Code burns 5x more tokens before you type a word. Here's where they go.

Claude Code burns 5x more tokens before you type a word. Here's where they go.

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3 min read
Switching to GPT-5.6 in production: it's a schema, cache, and harness problem — not a model swap

Switching to GPT-5.6 in production: it's a schema, cache, and harness problem — not a model swap

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3 min read
No AI Claim Without a Kill Condition: Falsifier-Driven AI Decisions

No AI Claim Without a Kill Condition: Falsifier-Driven AI Decisions

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4 min read
Frontier LLMs Get 2 of 3 Tax Returns Wrong - Stop Letting Them Decide

Frontier LLMs Get 2 of 3 Tax Returns Wrong - Stop Letting Them Decide

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11 min read
Streaming vs Batching LLM Responses: A Cost and Latency Analysis

Streaming vs Batching LLM Responses: A Cost and Latency Analysis

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3 min read
Feeding the LLM the Whole Thread: Prompt Chaining for Contextual Replies

Feeding the LLM the Whole Thread: Prompt Chaining for Contextual Replies

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7 min read
The first malicious MCP server was one line of code: the postmark-mcp rug pull

The first malicious MCP server was one line of code: the postmark-mcp rug pull

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3 min read
"Memory adherence is a systems problem. So which model lets you build the system?"

"Memory adherence is a systems problem. So which model lets you build the system?"

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4 min read
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