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mschmele / gist:aeb11862c95e43f19c082693a3445d01
Created February 11, 2026 21:38
AI Coding Assistants, Quality, And You: Now What?
AI Coding Assistants, Quality, And You: Now What?
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tl;dr: These are principles, not tool-specific techniques, and they generally aren't different from what good engineers are already doing.
Bolster Our Guardrails
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AI assistants can produce a lot of code quickly. That's genuinely useful, but it means our existing guardrails need to be stronger, not weaker. The checks that catch problems before production matter more when the volume of code increases.
@mschmele
mschmele / gist:2786c4dd540af0354c0e69fd71c0cd35
Last active February 10, 2026 23:05
Code Quality In The Age Of AI Assistants
## Code Quality In The Age Of AI Assistants
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Code quality has always mattered. That isn't changing. What is changing is how easy it has become to produce large volumes of code quickly - and that makes our commitment to quality more important than ever.
AI assistants are powerful tools, but they're not silver bullets. They can accelerate the tedious parts of development, but they also make it easier to write bad code - faster, in greater volume, and with a false sense of confidence. The standard we hold ourselves to has to rise to meet that reality.
## Be Proud of the Code You Write
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@mschmele
mschmele / nxlog.conf
Created November 2, 2015 16:48 — forked from mrlesmithjr/nxlog.conf
Windows nxlog.conf for Logstash
## Please set the ROOT to the folder your nxlog was installed into,
## otherwise it will not start.
#define ROOT C:\Program Files\nxlog
define ROOT C:\Program Files (x86)\nxlog
define ROOT_STRING C:\Program Files (x86)\\nxlog
Moduledir %ROOT%\modules
CacheDir %ROOT%\data
Pidfile %ROOT%\data\nxlog.pid