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Top 7 Featured DEV Posts of the Week
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Local AI workflows and on-chain agents

Top 7 Featured DEV Posts of the Week

27
Comments 9
3 min read
Honesty is the best Policy. The Secret Wars on the use of AI on DEV

Community efforts to flag AI-generated content

Honesty is the best Policy. The Secret Wars on the use of AI on DEV

33
Comments 8
3 min read
API Calls Done Right: From Messy Fetch to Clean Data Layer
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API Calls Done Right: From Messy Fetch to Clean Data Layer

6
Comments 16
10 min read
What If Every Phone in the Room Was a Game Controller — in the Age of AI?
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What If Every Phone in the Room Was a Game Controller — in the Age of AI?

25
Comments
12 min read
Rediscovering Domain-Driven Design, one MCP server at a time
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Classic patterns for AI agent security

Rediscovering Domain-Driven Design, one MCP server at a time

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Comments 12
6 min read
Demystifying AI Agents with Turtle & Gemma
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Demystifying AI Agents with Turtle & Gemma

1
Comments
3 min read
Orchestrated Multi-Agent Safety & Test Oversight - AKA "`O MASTO"
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Orchestrated Multi-Agent Safety & Test Oversight - AKA "`O MASTO"

2
Comments
3 min read
The portfolio math. When 30 small apps beat 1 big one.
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The portfolio math. When 30 small apps beat 1 big one.

10
Comments
7 min read
Instruction systems capability ladder: harness leveling
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Hermes Agent Challenge Submission

Instruction systems capability ladder: harness leveling

Comments
10 min read
I red-teamed Oracle APEX 26.1's new AI Agent feature in the 72 hours after it went GA. Claude refused 7 of my 10 attacks on its own.

Tool-layer risks bypassing native safety

I red-teamed Oracle APEX 26.1's new AI Agent feature in the 72 hours after it went GA. Claude refused 7 of my 10 attacks on its own.

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Comments 4
16 min read
Your Agent Sessions Belong in Your Codebase: Nullius in Verba
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Your Agent Sessions Belong in Your Codebase: Nullius in Verba

Comments
5 min read
Your Codebase Has Technical Debt. But Does Your Team Have Comprehension Debt?
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How AI accelerates hidden knowledge gaps

Your Codebase Has Technical Debt. But Does Your Team Have Comprehension Debt?

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Comments 16
4 min read
The Long Road from CGI to Containers
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The Long Road from CGI to Containers

Comments
6 min read
DeepSeek Is Running Inside Your Favorite AI Tool – And Nobody Told You
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DevTools exposing hidden model providers

DeepSeek Is Running Inside Your Favorite AI Tool – And Nobody Told You

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Comments 14
4 min read
From Closures to an AST in a Kotlin Transform Graph
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From Closures to an AST in a Kotlin Transform Graph

9
Comments
4 min read
Your benchmarks are lying to you, and your judge is to blame!
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Your benchmarks are lying to you, and your judge is to blame!

12
Comments
7 min read
What happens when the AI trained to save lives was never trained on yours?
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Gemma 4 Challenge: Build With Gemma 4 Submission

What happens when the AI trained to save lives was never trained on yours?

1
Comments
6 min read
How We Keep Mobile Session Replay 17x Cheaper Than PostHog
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How We Keep Mobile Session Replay 17x Cheaper Than PostHog

12
Comments 1
6 min read
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