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Dev Opportunity Radar #12: $10K+ Magnificent Grants, Free CodePath Courses, AI Societal Impact Lab Fellowship, and Interview Prep 101

Includes reader-submitted hackathons and updates

Dev Opportunity Radar #12: $10K+ Magnificent Grants, Free CodePath Courses, AI Societal Impact Lab Fellowship, and Interview Prep 101

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Comments 7
12 min read
No Baked-In Behavior: Why Your AI Agent's System Prompt Should Be Yours

No Baked-In Behavior: Why Your AI Agent's System Prompt Should Be Yours

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5 min read
Building a Production-Ready RAG Evaluation Framework

Building a Production-Ready RAG Evaluation Framework

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2 min read
When an AI agent says 'I ran the tests and they passed' — do you trust it?

Readers debate crypto versus simple audit trails

When an AI agent says 'I ran the tests and they passed' — do you trust it?

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Comments 68
2 min read
The AI Jackpot: Why Prompting Feels Like Gambling

The AI Jackpot: Why Prompting Feels Like Gambling

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Comments 6
7 min read
Choose your Burden

Persistence when rewards aren't immediate

Choose your Burden

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Comments 69
5 min read
Build a Governance-Aware AI Sandbox with Node.js

Build a Governance-Aware AI Sandbox with Node.js

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Comments 4
4 min read
What Exactly Are These AI Companies Up To???

What Exactly Are These AI Companies Up To???

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2 min read
DeepSeek's Harness Is the Price Signal

DeepSeek's Harness Is the Price Signal

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Comments 4
1 min read
Your false positives never complain. So how do you find them?

Your false positives never complain. So how do you find them?

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1 min read
When Your AI Agent Passes 2,283 Tests — And Still Fails in Production

A stray newline hid an unrunnable assert

When Your AI Agent Passes 2,283 Tests — And Still Fails in Production

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Comments 25
4 min read
Python Automation Cookbook, Part 2: Using AI to make decisions in your automation pipelines

Python Automation Cookbook, Part 2: Using AI to make decisions in your automation pipelines

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Comments 1
8 min read
A lecture is not a collection of knowledge

A lecture is not a collection of knowledge

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1 min read
Good Architecture is Built for Change

Good Architecture is Built for Change

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7 min read
What edge cases would you test for stablecoin checkout webhooks?

What edge cases would you test for stablecoin checkout webhooks?

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1 min read
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