strongly encouraged for me means my entire bonus is tied to skilling up with LLMs.
“cite-or-stop” with journaling, role definitions, subagents to control context windows, and shifting as much of the work as possible to deterministic scripts has yieled pretty high-quality results.
Expensive af though. Like the self-review skill I maintain before engineers put their code up for human review will find 30-40 things on average, where only a small handful are false positives, can burn 10% of a $20/mo plan’s utilization in a single run on a moderately sized PR. The default one my company setup in our source control usually finds 1-5 things and only 0-2 are of any value.
strongly encouraged for me means my entire bonus is tied to skilling up with LLMs.
“cite-or-stop” with journaling, role definitions, subagents to control context windows, and shifting as much of the work as possible to deterministic scripts has yieled pretty high-quality results.
Expensive af though. Like the self-review skill I maintain before engineers put their code up for human review will find 30-40 things on average, where only a small handful are false positives, can burn 10% of a $20/mo plan’s utilization in a single run on a moderately sized PR. The default one my company setup in our source control usually finds 1-5 things and only 0-2 are of any value.