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From Playground to Caching: Learning Amazon Bedrock

From Playground to Caching: Learning Amazon Bedrock

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9 min read
Tooling with Amazon Bedrock

Tooling with Amazon Bedrock

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7 min read
How I Built an AI Agent with LLM Function Calling (and Avoided Unnecessary Tool Calls)

How I Built an AI Agent with LLM Function Calling (and Avoided Unnecessary Tool Calls)

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3 min read
5 things agents get wrong with web software

5 things agents get wrong with web software

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1 min read
AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money

AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money

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Comments
8 min read
LLM API Cost Optimization: 5 Ways to Reduce Your AI Infrastructure Bill

LLM API Cost Optimization: 5 Ways to Reduce Your AI Infrastructure Bill

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3 min read
Ship the Broken Thing

Ship the Broken Thing

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2 min read
Token savings depend on what you count: three numbers from the same benchmark runs

Token savings depend on what you count: three numbers from the same benchmark runs

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2 min read
I fingerprinted who actually calls my MCP tool, by response size. Two calls didn't check out.

I fingerprinted who actually calls my MCP tool, by response size. Two calls didn't check out.

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3 min read
I built an open-source agent harness that lets a 2B model finish real tasks (288-cell benchmark, all data public)

I built an open-source agent harness that lets a 2B model finish real tasks (288-cell benchmark, all data public)

Comments 1
5 min read
Building Screen Automation Agents: Vision, Grounding, and Reliable UI Control

Building Screen Automation Agents: Vision, Grounding, and Reliable UI Control

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4 min read
Whiteboard IDE: What a Canvas-Based Design Tool Reveals About Agent Context Management

Whiteboard IDE: What a Canvas-Based Design Tool Reveals About Agent Context Management

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6 min read
Three releases of my AI memory layer. The best bugs were found by other people.

Three releases of my AI memory layer. The best bugs were found by other people.

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Comments 1
5 min read
The hidden cost: tokens burned on pixels

The hidden cost: tokens burned on pixels

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1 min read
Agentic IDE: GitHub Copilot App vs Jetbrains Air

Agentic IDE: GitHub Copilot App vs Jetbrains Air

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4 min read
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