I wrote this, after many iterations consulting for various companies. Documentation is queryable in single digit ms, append only log, etc. Has worked exceptionally well for my projects
Do agents actually follow it though? Everything I tried that was not just simple instructions had the same failure mode : ADR, mnemonic, hindsight, code-review-graph, etc were simply ignored by agents after a while. They always fall back to their baseline: grep and Python.
But seriously, Opus has been garbage after 4.6 -- the public seems very easily fooled into thinking breadth == depth. Anthropic, I'll grant them, has been and is still an extraordinary data team. As for model alignment though... I have to wonder sometimes if they are even trying beyond just chat training.
"Guys, SI is just around the corner... Huh? What production DB? Anyway GPT2...I mean Mythos is too good it would be dangerous to release to the public!"
isaachinman · · focus · HN ↗
<a href="https://github.com/isaachinman/encephalon" rel="nofollow">https://github.com/isaachinman/encephalon
mzhaase · · focus · HN ↗
bird0861 · · focus · HN ↗
But seriously, Opus has been garbage after 4.6 -- the public seems very easily fooled into thinking breadth == depth. Anthropic, I'll grant them, has been and is still an extraordinary data team. As for model alignment though... I have to wonder sometimes if they are even trying beyond just chat training.
"Guys, SI is just around the corner... Huh? What production DB? Anyway GPT2...I mean Mythos is too good it would be dangerous to release to the public!"