CopperSunDev - DEV Community

CopperSunDev

Jul 24

Weak Crypto in AI-Generated Python

#security #ai #benchmarking

4 min read

CopperSunDev

Jul 23

The Attack BrassCoders Can't Catch: Prompt Injection

#security #ai #engineering

4 min read

CopperSunDev

Jul 22

The verify=False Pattern AI Coders Keep Shipping

#security #ai

4 min read

CopperSunDev

Jul 22

Feeding BrassCoders Output to Any AI Coding Assistant

#ai #opensource #engineering

3 min read

CopperSunDev

Jul 22

XSS Through LLM Output: When the Model Returns JavaScript

#security #ai #engineering

6 min read

CopperSunDev

Jul 22

Weak Random Numbers in AI-Generated Python

#security #ai #benchmarking

5 min read

CopperSunDev

Jul 22

The Vibe Coding Velocity Risk

#security #ai #engineering

6 min read

CopperSunDev

Jul 22

Scaling Vibe Coding: Why 10 Developers Need One Scanner

#security #ai #engineering

5 min read

CopperSunDev

Jul 22

Your AI Doesn't Know Your Secrets Policy

#security #ai #opensource

5 min read

CopperSunDev

Jul 22

SSRF in AI Tool Calls: Agentic Code and Server-Side Request Forgery

#security #ai #engineering

6 min read

CopperSunDev

Jul 22

SQLAlchemy ORM Security: The Raw Query Escape Hatch

#security #ai #benchmarking

5 min read

CopperSunDev

Jul 22

Building a SOC2 Audit Trail for AI-Assisted Dev

#security #compliance #engineering

6 min read

CopperSunDev

Jul 22

Scanning AI-Generated TypeScript: What BrassCoders Finds

#security #ai #engineering

5 min read

CopperSunDev

Jul 22

Path Traversal in AI-Generated File Code: The Bug That Ships

#security #ai #benchmarking

5 min read

CopperSunDev

Jul 22

OWASP LLM Top 10: A Builder's Map

#security #ai #engineering

6 min read

CopperSunDev

Jul 22

Onboarding Developers to AI-Assisted Workflows With Security Built In

#engineering #opensource #ai

5 min read

CopperSunDev

Jul 22

Mass Assignment in AI-Generated Python APIs

#security #ai #engineering

5 min read

CopperSunDev

Jul 22

GDPR and AI-Generated Code: What Data Leaves the Machine?

#security #compliance #opensource

6 min read

CopperSunDev

Jul 22

Flask Security Bugs AI Coders Write — and BrassCoders Catches

#security #ai #benchmarking

6 min read

CopperSunDev

Jul 22

Scanning LLM Application Code: What BrassCoders Finds

#security #ai #opensource

5 min read

CopperSunDev

Jul 22

Race Conditions in AI-Generated Concurrent Python

#security #engineering #ai

5 min read

CopperSunDev

Jul 22

The AI Code Review Policy Template for Engineering Teams

#engineering #ai #opensource

7 min read

CopperSunDev

Jul 22

AI Code in Regulated Industries: What NIST, CISA, and GDPR Require

#security #compliance #engineering

8 min read

CopperSunDev

Jul 22

Agentic Code Security: What Autonomous AI Gets Wrong

#security #ai #engineering

6 min read

CopperSunDev

Jul 21

The Unsafe-Deserialization Trio: yaml.load, pickle, eval

#security #ai #benchmarking

4 min read

CopperSunDev

Jul 20

SQL Injection in AI-Generated Python: How It Ships

#security #ai #benchmarking

3 min read

CopperSunDev

Jul 18

What Your Auditor Wants From Your AI Codebase

#security #engineering

6 min read

CopperSunDev

Jul 18

Five FastAPI Security Patterns AI Coders Get Wrong

#security #ai #opensource

6 min read

CopperSunDev

Jul 18

When AI Invents Libraries: Detecting Hallucinated Imports

#security #ai #engineering

6 min read

CopperSunDev

Jul 18

The Secrets Your AI Assistant Might Leak (And How to Catch Them)

#security #ai #privacy

7 min read

CopperSunDev

Jul 18

What Leaves Your Machine When an LLM Reviews Your Code

#privacy #ai #engineering

4 min read

CopperSunDev

Jul 18

The 2026 AI-Coding Market in Five Numbers

#engineering #ai

4 min read

CopperSunDev

Jul 18

AI Code Review Policy for Copilot Teams

#ai #security #opensource

7 min read

CopperSunDev

Jul 18

Add BrassCoders to GitHub Actions

#opensource #ai #security

5 min read

CopperSunDev

Jul 18

Snyk vs BrassCoders: Dependency Scanning vs Source Code Scanning

#comparison #snyk #security

5 min read

CopperSunDev

Jul 18

BrassCoders Research Index Is Now Public on GitHub

#launch #opensource

3 min read

CopperSunDev

Jul 18

Scanning AI-Generated JavaScript and TypeScript

#security #opensource

3 min read

CopperSunDev

Jul 18

The Six OSS Scanners BrassCoders Runs in One Pass

#opensource #engineering

3 min read

CopperSunDev

Jul 18

Catching Hallucinated Imports Before pip install

#security #opensource

3 min read

CopperSunDev

Jul 18

We Scanned 15 AI-Written Python Files: What Stuck

#benchmarking #ai #opensource

3 min read

CopperSunDev

Jul 18

Package Hallucination: The Import Your AI Invented

#security #ai

4 min read

CopperSunDev

Jul 17

Why an LLM Reviewer Isn't a Security Gate

#security #ai #opensource

3 min read

CopperSunDev

Jul 16

How Claude Code Reads a BrassCoders Findings File

#ai #opensource #engineering

4 min read

CopperSunDev

Jul 15

Hardcoded Credentials in AI-Generated Python

#security #ai #benchmarking

3 min read

CopperSunDev

Jul 14

What a Findings File Does That a Chat Prompt Can't

#ai #opensource #engineering

4 min read

CopperSunDev

Jul 13

The False Positive Is a Feature, Not a Bug

#ai #opensource #engineering

4 min read

CopperSunDev

Jul 10

`shell=True` in AI Python: Command Injection

#security #ai #benchmarking

3 min read

CopperSunDev

Jul 9

Why Your AI Assistant Needs a Dumb Pre-Pass

#ai #opensource #engineering

1

4 min read

CopperSunDev

Jul 7

Why AI Code Needs a Deterministic Gate, Not Just an LLM

#ai #engineering #opensource

3 min read

CopperSunDev

Jul 7

What Gets You Cited by AI: The Numbers (2026)

#ai #seo

5 min read

CopperSunDev

Jul 6

A Field Taxonomy of Bugs in AI-Generated Python

#ai #engineering #opensource

3 min read

CopperSunDev

Jul 3

You Feel 20% Faster. A Study Says 19% Slower.

#ai #engineering

2 min read

CopperSunDev

Jul 3

AI Shopping Agents Pick Products. Help Yours Win.

#ai #seo

5 min read

CopperSunDev

Jul 2

Is AI-Generated Code Buggier? The 2025-26 Data

#benchmarking #ai #security

1

3 min read

CopperSunDev

Jul 1

The Q1 2026 AI-Code CVE Reckoning

#security #ai

6 min read

CopperSunDev

Jun 30

Four Performance Bugs AI Coders Introduce Every Day

#benchmarking #engineering #opensource

4 min read

CopperSunDev

Jun 25

GEO: What the Research Says About AI Search

#ai #seo

1

8 min read

CopperSunDev

Jun 25

We Benchmarked BrassCoders Against a Frontier Model

#benchmarks #opensource #codereview

5 min read

CopperSunDev

Dec 18 '25

I built 90+ AI prompts because raw transcripts are useless

#productivity #whisper #promptengineering

2

3 min read

CopperSunDev

Dec 12 '25

I ended up building a transcription tool

#ai #saas #tooling

2 min read

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