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Voice Sessions Now Know Who They Are. Here's What Changed.

Voice Sessions Now Know Who They Are. Here's What Changed.

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2 min read
Why Integrating Multiple LLM Providers Gets Messy Fast

Why Integrating Multiple LLM Providers Gets Messy Fast

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4 min read
Token Budgets Paper: Affine-Typed Budget Ownership

Token Budgets Paper: Affine-Typed Budget Ownership

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6 min read
Does a Second GPU Increase Ollama's Context Window? (Quadro P2000 + RTX 3090 Tested)

Does a Second GPU Increase Ollama's Context Window? (Quadro P2000 + RTX 3090 Tested)

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3 min read
A voice agent is not a chatbot with a phone number

A voice agent is not a chatbot with a phone number

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9 min read
Your AI Agent Keeps Failing After 50 Clean Demos, Stop Treating the LLM Like a Black Box

Your AI Agent Keeps Failing After 50 Clean Demos, Stop Treating the LLM Like a Black Box

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4 min read
Subjectivation: A protocol to give LLMs a functional, responsible self

Subjectivation: A protocol to give LLMs a functional, responsible self

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3 min read
The MCP SDK's EventStore Lives in Memory. Here's What Happens When Your Server Restarts.

The MCP SDK's EventStore Lives in Memory. Here's What Happens When Your Server Restarts.

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4 min read
What bothered me about the new SafeBreach Gemini paper wasn't the exploit

What bothered me about the new SafeBreach Gemini paper wasn't the exploit

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4 min read
LLM-as-judge disagrees with itself between runs

LLM-as-judge disagrees with itself between runs

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4 min read
Building a RAG System from Scratch — MCP: Exposing pgvector as a Reusable Tool Server

Building a RAG System from Scratch — MCP: Exposing pgvector as a Reusable Tool Server

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6 min read
headroom, OpenRouter, MAI-Code-1-Flash — the week the agent runtime bill arrived

headroom, OpenRouter, MAI-Code-1-Flash — the week the agent runtime bill arrived

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4 min read
Stop Paying for Failed AI Agent Retries

Stop Paying for Failed AI Agent Retries

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1 min read
Beyond Prompts: Why Context Engineering Is the Real Future of Enterprise AI

Beyond Prompts: Why Context Engineering Is the Real Future of Enterprise AI

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3 min read
Codex custom provider: a practical base_url setup for cheaper AI coding runs

Codex custom provider: a practical base_url setup for cheaper AI coding runs

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2 min read
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