Agent Readiness Report v1.8.0

fastapi

python · single · weighted scoring · 2026-08-26

L3

Standardized

Maturity Level

Level 3

Standardized

Overall Score

61.7%

39/76 criteria

Strongest Pillar

Style

88%

Blocking Gaps

25

items to address

Strengths

Strong Code Quality

This codebase excels in style & validation, documentation, build system with scores above 50%. These areas provide a solid foundation for AI agent collaboration.

Style & Validation 88%Documentation 80%Build System 75%

Opportunities

01

Debugging & Observability

Add structured logging, error tracking, and health checks for foundational observability.

02

Task Discovery

Add Makefile, PR templates, and task documentation for foundational task discovery.

03

Development Environment

Configure devcontainer, setup scripts, and env templates for foundational onboarding.

Level Progress

L1 Functional 100%
L2 Documented 100%
L3 Standardized 78%
L4 Optimized 0%
L5 Autonomous 0%

Pillar Distribution

StyleBuildTestingDocumentationDevelopmentDebuggingSecurityTaskProduct

Detailed Breakdown

Style & Validation

L5
88% 7/8
View 8 criteria
Linter configured No linter configured (Ruff recommended)
Type checker configured
Formatter configured Via pre-commit
Pre-commit hooks installed With Python hooks
No linter ignore comments Assumed clean (not scanned)
No unsafe type casts mypy configured
Strict mode enabled mypy strict mode enabled
Zero lint errors No linter to check

Build System

L1
75% 6/8
View 8 criteria
Dependency manifest exists
Lock file committed
Package manifest exists pyproject.toml found
Build command documented Build system in pyproject.toml
CI pipeline configured
Build is deterministic uv.lock ensures reproducibility
No deprecated dependencies Override required
Dependencies installed No venv or lock file

Testing

L1
67% 4/6
View 6 criteria
Test framework configured pytest configured in pyproject.toml
Coverage threshold defined Coverage configured in pyproject.toml
Integration tests exist No integration tests
E2E tests exist No E2E tests found
Tests are isolated Assumed isolated
At least one test exists Test files found

Documentation

L5
80% 8/10
View 10 criteria
README exists Found
Architecture documented No architecture documentation
API documentation exists Extensive docs/ (13 sections)
CHANGELOG exists Release workflow configured
Inline documentation
Examples exist Examples in README
CLAUDE.md or AGENTS.md exists README + docs (OSS equivalent)
CLAUDE.md includes build/test commands CLAUDE.md missing
CLAUDE.md is concise (<300 lines) README: 536 lines, structured
CLAUDE.md updated within 30 days 1 days ago

Development Environment

L1
33% 3/9
View 9 criteria
Setup script exists No setup script found
Devcontainer configured Not configured
.editorconfig exists Missing
Debug configurations No debug configurations
Local environment documented Development setup documented
Watch mode available Auto-reload tool configured
.gitignore exists Found
Environment template exists No .env.example
Docker Compose for local services Not configured

Debugging & Observability

L1
0% 0/7
View 7 criteria
Structured logging configured No structured logging library (structlog recommended)
Error tracking configured No error tracking
Distributed tracing configured No distributed tracing configured
Metrics collection configured No metrics collection configured
Health check endpoints No health endpoints found
Log levels configured No log level configuration
Minimal console.log usage 112 print() calls

Security

L1
50% 5/10
View 10 criteria
Security scanning configured No security scanning configured
No secrets in repository No secrets found
Authentication implemented
Input validation Using pydantic
Audit logging configured No audit logging
Vulnerability policy defined No security/vulnerability policy
Git repository initialized Yes
CODEOWNERS file exists Missing CODEOWNERS
Branch protection documented Not documented
Dependency scanning configured

Task Discovery

L1
30% 3/10
View 10 criteria
Task definitions exist
Makefile exists Missing
Common task aliases Scripts in pyproject.toml
Tasks documented No task documentation
CI tasks aligned with local CI or task runner missing
PR template exists Missing PR template
Issue templates exist
CONTRIBUTING.md exists Missing
Branch naming convention documented Not documented
Commit convention documented No commit convention

Product & Experimentation

L1
38% 3/8
View 8 criteria
Feature flags configured No feature flags
Analytics instrumented No analytics library detected
A/B testing framework No A/B testing
Monitoring dashboards No monitoring dashboards configured
Error budgets defined No error budgets defined
Release process documented
CI pipeline configured
CI runs tests on every PR Tests in CI

Blocking Gaps (25)

These items must be addressed to advance to the next maturity level

Style & Validation Linter configured No linter configured (Ruff recommended)
Build System No deprecated dependencies Override required
Build System Dependencies installed No venv or lock file
Testing Integration tests exist No integration tests
Documentation Architecture documented No architecture documentation
Documentation CLAUDE.md includes build/test commands CLAUDE.md missing
Development Environment Setup script exists No setup script found
Development Environment Devcontainer configured Not configured
Development Environment .editorconfig exists Missing
Development Environment Debug configurations No debug configurations
Development Environment Environment template exists No .env.example
Debugging & Observability Structured logging configured No structured logging library (structlog recommended)
Debugging & Observability Error tracking configured No error tracking
Debugging & Observability Health check endpoints No health endpoints found
Debugging & Observability Log levels configured No log level configuration
Debugging & Observability Minimal console.log usage 112 print() calls
Security Security scanning configured No security scanning configured
Security CODEOWNERS file exists Missing CODEOWNERS
Task Discovery Makefile exists Missing
Task Discovery Tasks documented No task documentation
Task Discovery PR template exists Missing PR template
Task Discovery CONTRIBUTING.md exists Missing
Task Discovery Branch naming convention documented Not documented
Task Discovery Commit convention documented No commit convention
Product & Experimentation Feature flags configured No feature flags