Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 66 (B-) is a weighted average across 19 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Migration is pulling the score down at 15 (F).
Improving Migration from F to a B would add ~1 points to your overall score.
potpie.aismall
Potpie provides codebase agents for Q&A, debugging, low level design, test planning and coding. Create task-oriented custom Agents for your codebase in minutes.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
4 active signals across 4 categories
2
High Impact
1
Medium Impact
0
Low Impact
Top Priorities
No rate limiting library detected on API calls
highAgent framework detected without guardrails — unbounded token burn risk
highVector store detected without embedding deduplication — may re-embed same content
medium5,283
Stars
571
Forks
111
Open issues
35
Contributors
35
Commits / 30d
Languages
28
AI signals in issues
48.0/mo
Fork growth
Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 66 (B-) is a weighted average across 19 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Migration is pulling the score down at 15 (F).
Improving Migration from F to a B would add ~1 points to your overall score.
potpie.aismall
Potpie provides codebase agents for Q&A, debugging, low level design, test planning and coding. Create task-oriented custom Agents for your codebase in minutes.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
4 active signals across 4 categories
2
High Impact
1
Medium Impact
0
Low Impact
Top Priorities
No rate limiting library detected on API calls
highAgent framework detected without guardrails — unbounded token burn risk
highVector store detected without embedding deduplication — may re-embed same content
medium5,283
Stars
571
Forks
111
Open issues
35
Contributors
35
Commits / 30d
Languages
28
AI signals in issues
48.0/mo
Fork growth
