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# automation

Automating development, deployment, and operational tasks.

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Building 10 AI agents in pure Python (no LangChain, no SaaS, no BS)

Building 10 AI agents in pure Python (no LangChain, no SaaS, no BS)

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3 min read
API Cost Optimization for LLM-Powered Applications

API Cost Optimization for LLM-Powered Applications

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1 min read
AI Safety Reviews for Customer-Facing Deployments

AI Safety Reviews for Customer-Facing Deployments

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4 min read
Prompt Engineering at Scale: When It Becomes Software Engineering

Prompt Engineering at Scale: When It Becomes Software Engineering

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5 min read
From Static to Runtime: Choosing Between CloudFront + S3, Amplify, and ECS for Frontends on AWS

From Static to Runtime: Choosing Between CloudFront + S3, Amplify, and ECS for Frontends on AWS

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6 min read
The accountability layer for browser agents is the execution boundary

The accountability layer for browser agents is the execution boundary

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3 min read
GoModel

GoModel

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2 min read
CrabTrap

CrabTrap

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2 min read
Cross-Modal Knowledge Distillation for deep-sea exploration habitat design under multi-jurisdictional compliance

Cross-Modal Knowledge Distillation for deep-sea exploration habitat design under multi-jurisdictional compliance

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8 min read
Finding the Gold: An AI Framework for Highlight Detection

Finding the Gold: An AI Framework for Highlight Detection

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2 min read
Applied AI Workflows: Claude Haiku Database, Code Gen Tips, & Data Pipelines

Applied AI Workflows: Claude Haiku Database, Code Gen Tips, & Data Pipelines

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3 min read
How I built 9 AI automation agents in Python to run my business 24/7

How I built 9 AI automation agents in Python to run my business 24/7

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6 min read
I built a competitor pricing monitor in 3 days, here's how it actually works

I built a competitor pricing monitor in 3 days, here's how it actually works

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2 min read
AI Observability: Monitoring Agent Failures in Production

AI Observability: Monitoring Agent Failures in Production

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5 min read
How to build a configurable scoring engine in n8n (and avoid 6 footguns I hit)

How to build a configurable scoring engine in n8n (and avoid 6 footguns I hit)

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5 min read
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