EPISODE · Feb 7, 2026 · 5 MIN
My 2-Cents to improve Opus Plans
from Machine Learning Tech Brief By HackerNoon · host HackerNoon
This story was originally published on HackerNoon at: https://hackernoon.com/my-2-cents-to-improve-opus-plans. A Python CLI that adds an external Kimi K2.5 review step to Claude Code plans, with a hook to make it mandatory. Real bugs caught for a few cents per review. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #claude-code, #kimi-k25, #claude-opus-4.5, #code-review, #claude-code-plan-mode, #opus-plans, #improve-opus-plans, and more. This story was written by: @thomashoussin. Learn more about this writer by checking @thomashoussin's about page, and for more stories, please visit hackernoon.com. A cheap external reviewer for Claude Code plans. A Python CLI sends your plan to Kimi K2.5 for critique before implementation, and a Claude Code hook makes the review mandatory. A few cents per review, real bugs caught.
What this episode covers
This story was originally published on HackerNoon at: https://hackernoon.com/my-2-cents-to-improve-opus-plans. A Python CLI that adds an external Kimi K2.5 review step to Claude Code plans, with a hook to make it mandatory. Real bugs caught for a few cents per review. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #claude-code, #kimi-k25, #claude-opus-4.5, #code-review, #claude-code-plan-mode, #opus-plans, #improve-opus-plans, and more. This story was written by: @thomashoussin. Learn more about this writer by checking @thomashoussin's about page, and for more stories, please visit hackernoon.com. A cheap external reviewer for Claude Code plans. A Python CLI sends your plan to Kimi K2.5 for critique before implementation, and a Claude Code hook makes the review mandatory. A few cents per review, real bugs caught.
NOW PLAYING
My 2-Cents to improve Opus Plans
No transcript for this episode yet
Similar Episodes
Mar 26, 2026 ·1m
Jan 2, 2026 ·47m
Dec 21, 2025 ·46m