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# automation

Automating development, deployment, and operational tasks.

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Everyone Scrambled to Ship MCP Servers. The Agents That Actually Work Just Use the Command Line.

Everyone Scrambled to Ship MCP Servers. The Agents That Actually Work Just Use the Command Line.

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3 min read
Gradual JavaScript to TypeScript Migration: Strategies for Large Codebases Over Extended Periods

Gradual JavaScript to TypeScript Migration: Strategies for Large Codebases Over Extended Periods

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12 min read
Comments that outlived errors

Comments that outlived errors

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8 min read
Revolutionary LLM‑Generated Helm Charts: Build, Test, Deploy in Minutes

Revolutionary LLM‑Generated Helm Charts: Build, Test, Deploy in Minutes

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5 min read
I Built an Open-Source Alternative to Google Analytics + Hotjar

I Built an Open-Source Alternative to Google Analytics + Hotjar

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3 min read
Balancing Automation: Strategies to Optimize Workflow Efficiency Without Over-Engineering Costs

Balancing Automation: Strategies to Optimize Workflow Efficiency Without Over-Engineering Costs

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9 min read
AI Agents Need a Body. Cloud Phones Might Be It.

AI Agents Need a Body. Cloud Phones Might Be It.

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2 min read
What Shipped Today - March 4, 2026

What Shipped Today - March 4, 2026

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1 min read
The Validate Phase: How I Catch AI Code Issues Before They Reach My Tests

The Validate Phase: How I Catch AI Code Issues Before They Reach My Tests

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6 min read
Choosing a B2B Vendor is Like Adding a Dependency: 7 Mistakes That'll Break Your Build

Choosing a B2B Vendor is Like Adding a Dependency: 7 Mistakes That'll Break Your Build

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5 min read
i built an AI that sells my product -- here is what 35 cycles of autonomous GTM taught me

i built an AI that sells my product -- here is what 35 cycles of autonomous GTM taught me

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9 min read
How OpenClaw Remembers: The Secret That Makes AI Assistants Actually Useful

How OpenClaw Remembers: The Secret That Makes AI Assistants Actually Useful

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4 min read
How Multi-Agent AI Systems Use Screenshots as Shared Ground Truth

How Multi-Agent AI Systems Use Screenshots as Shared Ground Truth

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3 min read
Explainable Causal Reinforcement Learning for precision oncology clinical workflows during mission-critical recovery windows

Explainable Causal Reinforcement Learning for precision oncology clinical workflows during mission-critical recovery windows

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9 min read
You Wrote 14 Playwright Scripts Just to Screenshot Your Own App

You Wrote 14 Playwright Scripts Just to Screenshot Your Own App

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2 min read
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