| ▲ | hakanderyal 2 hours ago | |
One added benefit is it allows you to throw more tokens to the problem. It’s the most impactful benefit even. Context & how LLMs work requires this. From my experience no frontier model produces bug free & error free code with the first pass, no matter how much planning you do beforehand. With 3 tiers, you spend your token & context budget in full in 3 phases. Plan, implement, review. If the feature is complex, multiple round of reviews, from scratch. It works. | ||