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Shipping a vision-model verdict on Bedrock and Lightsail

Shipping a vision-model verdict on Bedrock and Lightsail

Comments 1
9 min read
The Suite Was Green. Four Binding Controls Hadn't Established Their Claims.

The Suite Was Green. Four Binding Controls Hadn't Established Their Claims.

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Comments 2
15 min read
Building an offline CAD tool that can also turn photos into 3D meshes

Building an offline CAD tool that can also turn photos into 3D meshes

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4 min read
[Dev Log][Python] Create short videos from photos and clips with Gemini 3.7 Flash: ReelCraft

[Dev Log][Python] Create short videos from photos and clips with Gemini 3.7 Flash: ReelCraft

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Comments 2
13 min read
I stopped letting LLMs guess financial facts

I stopped letting LLMs guess financial facts

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Comments 2
5 min read
A Batch-File Shim Was Truncating My Agent's Prompts on Windows (3/24 to 21/24)

A Batch-File Shim Was Truncating My Agent's Prompts on Windows (3/24 to 21/24)

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5 min read
Matching Incoming Bank Transfers to Users When the Reference Is Wrong

Matching Incoming Bank Transfers to Users When the Reference Is Wrong

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7 min read
agent-authz: Least-Privilege Authorization for AI Agent Tool Calls

agent-authz: Least-Privilege Authorization for AI Agent Tool Calls

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4 min read
i18n sin gettext: traducciones en JSON con claves de punto

i18n sin gettext: traducciones en JSON con claves de punto

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2 min read
The Ultimate Code Review Checklist for Data Validation Frameworks

The Ultimate Code Review Checklist for Data Validation Frameworks

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3 min read
Building an Enterprise Data Validation Framework: From Architecture to Version Control

Building an Enterprise Data Validation Framework: From Architecture to Version Control

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4 min read
RAG Retrieval Architectures: When Better Embeddings Stop Helping

RAG Retrieval Architectures: When Better Embeddings Stop Helping

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7 min read
Debt is allowed. Lying about it is not.

Debt is allowed. Lying about it is not.

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6 min read
The Fake Clock Is the Part of an AI-Written Rate Limiter Worth Reviewing

The Fake Clock Is the Part of an AI-Written Rate Limiter Worth Reviewing

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5 min read
I got tired of setting up the same Python project over and over

I got tired of setting up the same Python project over and over

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1 min read
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