DEV Community

Shows why 73% of RAG failures happen upstream

James Anderson

Aug 25

The Retrieval Checklist I Wish I'd Had Before Shipping RAG

#ai #llm #rag #webdev

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23

11 min read

89 percent of guardrails never tested for failure

Heinrich Neb

Aug 24

AI promoted every developer to reviewer. Nobody tested the reviewer.

#discuss #ai #productivity #testing

40

41

6 min read

Alvaro Montoro

Aug 24

comiCSS #255: Yellow

#watercooler #css #webdev #humor

11

2 min read

Erik Hanchett for AWS

Aug 26

Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

#nuxt #aws #ai #webdev

10

1

10 min read

John Green

Aug 26

The Question That Picked My Model Didn't Survive Five Reruns

#ai #llm #testing #programming

1

4 min read

Puts a 100k-row space dataset to the test

Hadil Ben Abdallah

Aug 24

I Used React DataGrid to Build a Real Space Mission Explorer

#webdev #programming #react #nextjs

47

19

14 min read

yongrean

Aug 25

Every AI email tool has the same bug. It is not a bug in the model.

#ai #security #opensource #webdev

6

2

6 min read

ArshTechPro

Aug 25

The M5 Ultra Mac Studio: I Did the Math So You Don't Have To

#ai #programming #mobile #agents

8

7 min read

Deep dives on AI detection, agents, and FP

Jem for The DEV Team

Aug 25

## I'm 12. People say I'm "making it." Honestly, I feel like I'm dancing on a weak staircase.

#discuss #buildinpublic #beginners #career

5

1

3 min read

Harun - solo dev

Aug 25

'm 12. My referral system slept for 3 days — here's the SQL trigger that woke it up

#ai #webdev #supabase #beginners

6

2

3 min read

IdoGol24

Aug 25

Weir - deterministic unit tests for AI agents (no LLM)

#ai #testing #opensource #agents

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6

1 min read

jamilxt

Aug 26

Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet

#ai #machinelearning #localai #devops

1

2

7 min read

Sukhpinder Singh

Aug 25

.NET 10 BufferedStream WriteByte: Flush Full Buffers Explicitly

#dotnet #csharp #debugging #testing

5

3 min read

John Green

Aug 26

The AI Exam Author Was Never Wrong. I Still Can't Use Its Exam.

#ai #llm #testing #programming

1

4 min read

Jahn

Aug 26

SGLang outputs endless repetition on NVFP4 models: the FP8 lm_head bug

#llm #gpu #machinelearning #debugging

3 min read

Gu

Aug 26

The function you wrote last month is a third-party API

#javascript #webdev #codequality #debugging

4 min read

DEV Community

What Do You Do While AI Codes?

The Retrieval Checklist I Wish I'd Had Before Shipping RAG

AI promoted every developer to reviewer. Nobody tested the reviewer.

comiCSS #255: Yellow

Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

The Question That Picked My Model Didn't Survive Five Reruns

I Used React DataGrid to Build a Real Space Mission Explorer

Every AI email tool has the same bug. It is not a bug in the model.

The M5 Ultra Mac Studio: I Did the Math So You Don't Have To

Top 7 Featured DEV Posts of the Week

## I'm 12. People say I'm "making it." Honestly, I feel like I'm dancing on a weak staircase.

'm 12. My referral system slept for 3 days — here's the SQL trigger that woke it up

Weir - deterministic unit tests for AI agents (no LLM)

Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet

.NET 10 BufferedStream WriteByte: Flush Full Buffers Explicitly

The AI Exam Author Was Never Wrong. I Still Can't Use Its Exam.

SGLang outputs endless repetition on NVFP4 models: the FP8 lm_head bug

The function you wrote last month is a third-party API