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C

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 46 (C) is a weighted average across 9 dimensions. Migration is your strongest area at 100 (A), while Security is pulling the score down at 29 (D).

Improving Security from D to a B would add ~12 points to your overall score.

12,630
985
MITopenaiopenai-function-calliopenai-functionspydantic-v2python

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

1 active signals across 1 categories

Optimization Opportunities
D
4 issues found

2

High Impact

2

Medium Impact

0

Low Impact

Top Priorities

1

No rate limiting library detected on API calls

high
2

No observability or cost tracking tools detected

high
3

Single AI provider with no fallback — no redundancy on failure

medium
Repository Health

12,630

Stars

985

Forks

66

Open issues

PythonShell

Languages

Created 6/14/2023Updated 3/30/2026
C

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 46 (C) is a weighted average across 9 dimensions. Migration is your strongest area at 100 (A), while Security is pulling the score down at 29 (D).

Improving Security from D to a B would add ~12 points to your overall score.

12,630
985
MITopenaiopenai-function-calliopenai-functionspydantic-v2python

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

1 active signals across 1 categories

Optimization Opportunities
D
4 issues found

2

High Impact

2

Medium Impact

0

Low Impact

Top Priorities

1

No rate limiting library detected on API calls

high
2

No observability or cost tracking tools detected

high
3

Single AI provider with no fallback — no redundancy on failure

medium
Repository Health

12,630

Stars

985

Forks

66

Open issues

PythonShell

Languages

Created 6/14/2023Updated 3/30/2026