A little structure to your context window data can go a long way.
text
A little structure to your context window data can go a long way.
new_line
new_line
15% better answer quality ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️
text
15% better answer quality ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️
new_line
new_line
The pace of improvement in AI coding applications has been incredible, even so a little 💪🏻context engineering💪🏻 often matters more than the app or model.
text
The pace of improvement in AI coding applications has been incredible, even so a little 💪🏻context engineering💪🏻 often matters more than the app or model.
new_line
new_line
📊 Real examples from a recent codebase cleanup we added:
text
📊 Real examples from a recent codebase cleanup we added:
new_line
 🥇 Dependency graphs showing what calls what
text
 🥇 Dependency graphs showing what calls what
new_line
 🥈 Schemas for Pandas DataFrames
text
 🥈 Schemas for Pandas DataFrames
new_line
text
new_line
and saw better answer quality delivered ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️
text
and saw better answer quality delivered ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️
new_line
new_line
See the post for details on what we did: 
text
See the post for details on what we did: 
https://www.caber.com/blog/12744d4b-1d65-4e6c-886d-978c0f1317f5
https://www.caber.com/blog/12744d4b-1d65-4e6c-886d-978c0f1317f5
link
new_line
new_line
🔍 This applies beyond code: documentation hierarchies, data lineage, system architectures. Data relationships provide context that unlocks reasoning.
text
🔍 This applies beyond code: documentation hierarchies, data lineage, system architectures. Data relationships provide context that unlocks reasoning.
new_line
A little structure to your context window data can go a long way.

15% better answer quality ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️

The pace of improvement in AI coding applications has been incredible, even so a little 💪🏻context engineering💪🏻 often matters more than the app or model.

📊 Real examples from a recent codebase cleanup we added:
 🥇 Dependency graphs showing what calls what
 🥈 Schemas for Pandas DataFrames
 
and saw better answer quality delivered ⚡ 35% ⚡ faster—including the time it took the tools to generate the graphs and schemas‼️

See the post for details on what we did: https://www.caber.com/blog/12744d4b-1d65-4e6c-886d-978c0f1317f5

🔍 This applies beyond code: documentation hierarchies, data lineage, system architectures. Data relationships provide context that unlocks reasoning.

👀
John6666 caborabo