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BrassCoders

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01:16
2026-07-24
promptcube3.com
developer-tools

Snyk vs BrassCoders: Dependency vs Source Scanning

A comparison of Snyk and BrassCoders shows that Snyk specializes in Software Composition Analysis (SCA) by scanning dependency files like requirements.txt to find CVEs in third-party packages, while B…

19:00
2026-07-22
dev.to
developer-tools

Feeding BrassCoders Output to Any AI Coding Assistant

BrassCoders writes a plain YAML file, .brass/ai_instructions.yaml, after each scan of a Python codebase, containing severity-sorted findings with file paths, line numbers, and remediation notes. The f…

17:20
2026-07-22
dev.to
developer-tools

Scaling Vibe Coding: Why 10 Developers Need One Scanner

BrassCoders treats every developer's code the same way by running 12 static-analysis scanners and emitting the union of their findings as YAML, catching vulnerabilities that AI assistants miss. The to…

17:17
2026-07-22
dev.to
ai-safety

SQLAlchemy ORM Security: The Raw Query Escape Hatch

BrassCoders finds that AI-generated Python code using SQLAlchemy's text() function with f-strings or % formatting introduces SQL injection vulnerabilities, as the ORM's automatic parameterization is b…

17:08
2026-07-22
dev.to
developer-tools

The AI Code Review Policy Template for Engineering Teams

BrassCoders released a template for an AI code review policy designed to help engineering teams formalize their review process for AI-assisted code. The policy covers technical gates, human review req…

17:07
2026-07-22
dev.to
ai-agents

Agentic Code Security: What Autonomous AI Gets Wrong

BrassCoders finds that autonomous coding agents, such as Claude Code and SWE-agents, bypass human code review, allowing security vulnerabilities like hardcoded credentials to go undetected. The compan…

19:00
2026-07-09
dev.to
artificial-intelligence

Why Your AI Assistant Needs a Dumb Pre-Pass

BrassCoders has developed a code review system that runs static analysis before invoking an AI model, based on research showing deterministic scanners and LLMs solve different problems. The pre-pass r…

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