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DeepSeek R1 vs. OpenAI o3-mini: Which API is Best?

DeepSeek R1 vs. OpenAI o3-mini: Which API is Best?

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8 min read
The fastest Glue job is the one you never start: removing per-job overhead from a 191-job pipeline

The fastest Glue job is the one you never start: removing per-job overhead from a 191-job pipeline

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8 min read
The Retry Tax: When Free AI Capacity Stops Being Free

The Retry Tax: When Free AI Capacity Stops Being Free

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3 min read
The CloudFlare Durable Object that would not die [How a 60-second retry loop ate every Cloudflare KV quota I had (and why it wasn't a hack)]

The CloudFlare Durable Object that would not die [How a 60-second retry loop ate every Cloudflare KV quota I had (and why it wasn't a hack)]

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7 min read
What I learned turning a ZIP file into an x402 API on Cloudflare Workers

What I learned turning a ZIP file into an x402 API on Cloudflare Workers

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5 min read
Measure Before You Migrate: The 30-Minute Probe for Free AI Infrastructure

Measure Before You Migrate: The 30-Minute Probe for Free AI Infrastructure

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4 min read
Building an Allergen-Aware AI Barista using Google Cloud ADK, Gemini, and Cloud Firestore

Building an Allergen-Aware AI Barista using Google Cloud ADK, Gemini, and Cloud Firestore

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1 min read
Streaming Bedrock Tokens with AWS Lambda Function URLs: Real Architecture, Real Tradeoffs

Streaming Bedrock Tokens with AWS Lambda Function URLs: Real Architecture, Real Tradeoffs

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11 min read
Java on Cloudflare Workers

Java on Cloudflare Workers

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15 min read
Building an AI Question Paper Generator: Conquering Google Cloud Document AI, Firestore Vector Search, and Gemini

Building an AI Question Paper Generator: Conquering Google Cloud Document AI, Firestore Vector Search, and Gemini

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4 min read
Key Takeaways

Key Takeaways

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7 min read
Day 46: Compose Wires the Whole Stack, and Permission to Invoke Is Not Permission to Act

Day 46: Compose Wires the Whole Stack, and Permission to Invoke Is Not Permission to Act

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5 min read
Stop Writing Lambda Boilerplate

Stop Writing Lambda Boilerplate

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10 min read
Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria

Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria

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5 min read
Building an AI-Assisted Message Router with SQS, Lambda, and Amazon Bedrock

Building an AI-Assisted Message Router with SQS, Lambda, and Amazon Bedrock

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7 min read
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