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Don't build an AI that replays yesterday's spec — the gap between spec and source of truth is the real context

Don't build an AI that replays yesterday's spec — the gap between spec and source of truth is the real context

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5 min read
How to Actually Design an AI Agent: Tools and the Starting Loop (Part 2)

How to Actually Design an AI Agent: Tools and the Starting Loop (Part 2)

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5 min read
🎙️ Building a Voice-Controlled AI Agent with Tool Execution

🎙️ Building a Voice-Controlled AI Agent with Tool Execution

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3 min read
The first time my AI bill scared me into building TokenBar

The first time my AI bill scared me into building TokenBar

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1 min read
I found a tool that estimates LLM API costs before you send the request

I found a tool that estimates LLM API costs before you send the request

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2 min read
Build a Voice-Controlled Local AI Agent with Ollama and Faster-Whisper"

Build a Voice-Controlled Local AI Agent with Ollama and Faster-Whisper"

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2 min read
What is Gemini 3.5 Flash? Google's New Fast Frontier Model Explained

What is Gemini 3.5 Flash? Google's New Fast Frontier Model Explained

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12 min read
An Autonomous Engine That Catalogs Its Own Failures

An Autonomous Engine That Catalogs Its Own Failures

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3 min read
Harness Engineering: The Infrastructure Layer That Makes AI Agents Actually Work

Harness Engineering: The Infrastructure Layer That Makes AI Agents Actually Work

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9 min read
AEBA: the missing observability layer for autonomous AI agents

AEBA: the missing observability layer for autonomous AI agents

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6 min read
How I Built a Voice Controlled AI Agent That Listens, Thinks, and Acts

How I Built a Voice Controlled AI Agent That Listens, Thinks, and Acts

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3 min read
Anthropic Acquires Stainless: The SDK Layer Is Now Part of the Platform

Anthropic Acquires Stainless: The SDK Layer Is Now Part of the Platform

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2 min read
One model is a guess. Three that agree is a plan.

One model is a guess. Three that agree is a plan.

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6 min read
Context Windows Explained: Why 1M Tokens Changes How You Architect AI Applications

Context Windows Explained: Why 1M Tokens Changes How You Architect AI Applications

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9 min read
How multi-provider LLM routers silently fail

How multi-provider LLM routers silently fail

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5 min read
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