ai-model-router good first issues (Python)

[Auth] Prevent Redis Sorted Set Member Collisions in Sliding Window Rate Limiter about 1 hour ago

bug good first issue security backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[SDK] Align Python SDK Target Endpoints with FastAPI Backend 3 days ago

bug good first issue backend sdk

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Registry] Modernize Default Model Profiles to Frontier GPT-5, Claude 4, and Gemini 3 Series 3 days ago

enhancement good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Analyzer] Add Missing TaskType Anchors to Semantic Classifier Centroids 3 days ago

enhancement good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Database] Enable PRAGMA foreign_keys = ON for SQLite Connections 3 days ago

enhancement good first issue backend database sqlite

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Providers] Handle Empty Choices in Usage End Chunks Across Streaming Adapters 3 days ago

bug good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Router] Support Full Comparison Operator Suite in Routing Rules Engine 3 days ago

enhancement good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Frontend] Replace Hardcoded localhost:8000 URLs with Dynamic Environment Paths 3 days ago

enhancement good first issue frontend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Frontend] Debounce Dashboard Analytics Queries Triggered by Live SSE Stream 3 days ago

good first issue frontend performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Performance] Parallelize Benchmark Suite Evaluations Using Bounded Concurrency 3 days ago

good first issue backend performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Performance] Throttle API Key last_used_at Updates to Prevent SQLite Lock Contention 3 days ago

good first issue backend database performance sqlite

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Performance] Replace N+1 Workspace Aggregation Loops with SQL GROUP BY 3 days ago

good first issue backend database performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Performance] Add Pagination and Streaming to Telemetry Traffic Export 3 days ago

good first issue backend performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Observability] Fix Operator Precedence in Event Logger to Prevent Token Metric Redaction 3 days ago

bug good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[API] Implement OpenAI-Compatible /v1/chat/completions Drop-In Route 3 days ago

enhancement good first issue backend fastapi

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Resilience] Prevent Client-Side 4xx Errors from Tripping Provider Circuit Breaker 3 days ago

bug good first issue backend error-handling

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Resilience] Enclose Provider Generation in Exception Handlers to Ensure Fallback 3 days ago

bug good first issue backend error-handling

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Move Gemini API Key from URL Query Parameter to HTTP Header 3 days ago

good first issue security backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Providers] Register GroqProvider in Central Provider Registry 3 days ago

bug good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Restrict Development Master Key Seeding to Development Environment 3 days ago

good first issue security backend database

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Enforce Authentication on Administrative Management Endpoints 3 days ago

good first issue security backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Fix Path Traversal Vulnerability in SPA Static File Serving 3 days ago

good first issue security backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Budgets] Use Atomic Database Increments to Prevent Spend Tracking Race Conditions 3 days ago

bug good first issue backend database

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[ML/Router] Hydrate Thompson Sampling Posterior on Startup and Prevent Data Loss 3 days ago

bug good first issue backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Resilience] Prevent Permanent Circuit Breaker Deadlock in HALF_OPEN State 3 days ago

bug good first issue backend error-handling

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Prevent Remote Code Execution in Benchmark Evaluation Suite 3 days ago

good first issue security backend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Backend] Replace Deprecated FastAPI on_event Handler with Lifespan Context Manager 3 days ago

bug good first issue backend fastapi

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Performance] Replace Database Polling in SSE Traffic Endpoint with In-Memory Event Channel 6 days ago

enhancement good first issue backend performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Security] Fix Wildcard Origin Configuration in CORS Middleware 9 days ago

good first issue security backend cors

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Documentation] Add Security Disclosure Policy and Contributing Guide 19 days ago

documentation good first issue governance oss-standards

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[CI/CD] Configure Automated GitHub Actions Pipeline Matrix 19 days ago

enhancement good first issue ci-cd devops

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Frontend] Add ARIA Attributes to Interactive Navigation Controls 19 days ago

accessibility enhancement good first issue frontend

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Frontend] Implement Code-Splitting with `React.lazy` for Page Components 19 days ago

enhancement good first issue frontend performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[SDK] Expand Exception Hierarchy for 503 and 504 Status Codes 19 days ago

enhancement good first issue sdk error-handling

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[SDK] Add Async Context Manager Support (`async with`) to Python SDK 19 days ago

enhancement good first issue sdk python

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Auth] Implement Stale Key Eviction in In-Memory Rate Limiter 19 days ago

enhancement good first issue security memory

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Database] Configure SQLite WAL Mode and Connection Timeout for High Concurrency 19 days ago

enhancement good first issue database sqlite

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

[Database] Add Explicit Indexes to High-Frequency Database Columns 19 days ago

enhancement good first issue database performance

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(analyzer): add lightweight ONNX semantic embedding classifier for ambiguous prompts 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(storage): support PostgreSQL backend with asyncpg & connection pooling 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(streaming): replace in-memory SSE generator with Redis Pub/Sub broadcaster 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(ml): implement Thompson Sampling RL to auto-tune model weights from feedback 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(sdk): publish lightweight Python & TypeScript SDKs for drop-in routing 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(auth): add API key authentication, multi-tenant workspace isolation, and rate limiter 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(observability): export OpenTelemetry distributed traces and Prometheus metrics 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(benchmark): automated routing benchmark suite and cost-accuracy Pareto evaluator 27 days ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(providers): add DeepSeek and Together AI provider adapters about 1 month ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(streaming): add real-time token streaming proxy for upstream providers about 1 month ago

enhancement help wanted

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(telemetry): add CSV and JSON export endpoint & button for traffic logs about 2 months ago

enhancement good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(ui): add theme switcher (Dark / Light / System) and accent color picker about 2 months ago

enhancement good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(resilience): implement sliding-window circuit breaker for provider health about 2 months ago

enhancement help wanted

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(cli): add --json output flag for programmatic CI/CD integration about 2 months ago

enhancement good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

feat(providers): add Groq provider adapter with Llama 3.3 & Mixtral support about 2 months ago

enhancement help wanted good first issue

PicadoLabs/ai-model-router

0

Intelligent, explainable LLM traffic control for local and cloud models.

Python

PicadoLabs/ai-model-router

Open Issues Need Help