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Detecting Flaky Tests and Finding Their Root Causes with Strands Agents and Gemini

Detecting Flaky Tests and Finding Their Root Causes with Strands Agents and Gemini

46
Comments 1
9 min read
Cheapest AI API: 6 Options Compared for Real Workloads

Measures actual cost per successful output

Cheapest AI API: 6 Options Compared for Real Workloads

10
Comments 2
17 min read
ATLOCK v5, Inch by Inch: How a 10,000-Line Pure-Python Security Suite Actually Works

ATLOCK v5, Inch by Inch: How a 10,000-Line Pure-Python Security Suite Actually Works

21
Comments 36
21 min read
Why Trucks Keep Hitting 11-Foot-8 Bridges: How I Built BridgeSpan AI with Gemma 4 & Google ADK to Stop Them

Why Trucks Keep Hitting 11-Foot-8 Bridges: How I Built BridgeSpan AI with Gemma 4 & Google ADK to Stop Them

Comments
8 min read
I built a free Data Engineering pipeline with dbt, DuckDB and GitHub Actions (no AWS)

I built a free Data Engineering pipeline with dbt, DuckDB and GitHub Actions (no AWS)

3
Comments
7 min read
We asked dev.to to break our AI agent design. The community rebuilt it

We asked dev.to to break our AI agent design. The community rebuilt it

14
Comments 2
9 min read
Why We Use a 4B Model on a Local NPU as a 'Wind Tunnel' for 3-Tier Multi-Agent Systems

Why We Use a 4B Model on a Local NPU as a 'Wind Tunnel' for 3-Tier Multi-Agent Systems

2
Comments 1
2 min read
The Filesystem Your Multi-GPU Rig Actually Needs

The Filesystem Your Multi-GPU Rig Actually Needs

Comments
10 min read
Destilei um modelo 14 vezes menor, ele pareceu pior, e o problema estava no meu benchmark

Destilei um modelo 14 vezes menor, ele pareceu pior, e o problema estava no meu benchmark

Comments
10 min read
How to classify and route text with the Azure OpenAI Decisions API

How to classify and route text with the Azure OpenAI Decisions API

Comments
9 min read
My bot detector was blocking most real users, and my tests never noticed

My bot detector was blocking most real users, and my tests never noticed

3
Comments 3
4 min read
Speech-to-text can't tell you if an AI voice said a name right

Speech-to-text can't tell you if an AI voice said a name right

Comments
4 min read
Choose a Stock API by Testing Disconnect Recovery, Not Just Streaming Speed

Choose a Stock API by Testing Disconnect Recovery, Not Just Streaming Speed

Comments
8 min read
Why Stale CLAUDE.md and AGENTS.md Files Override Working Code in 90.1% of Runs (And the One-Sentence Fix)

Why Stale CLAUDE.md and AGENTS.md Files Override Working Code in 90.1% of Runs (And the One-Sentence Fix)

Comments
5 min read
What to Do Before Gemini 2.5 Pro and 2.5 Flash Are Retired on December 1, 2026

What to Do Before Gemini 2.5 Pro and 2.5 Flash Are Retired on December 1, 2026

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4 min read
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