AICanCode-org
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snaplink
snaplink PublicSnapLink: build a production-style URL shortener (Java, Python or TypeScript) from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase t…
Java
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blog-rest-api
blog-rest-api PublicDevBlog: build a secure blog REST API (Java, Python or TypeScript) from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
Java
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ecommerce-backend
ecommerce-backend PublicShopFlow: build an e-commerce backend (Java, Python or TypeScript) with idempotent checkout, signed payment webhooks and AI search, from requirements to monitoring, with AI as your pair programmer.…
Java
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distributed-rate-limiter
distributed-rate-limiter PublicRateGuard: build a distributed rate limiter (Java, Python or TypeScript) with atomic Redis Lua scripts, per-tenant fail modes and an AI policy advisor, from requirements to monitoring, with AI as y…
Java
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ai-saas
ai-saas PublicStudyBuddy: build a RAG study assistant (Java, Python or TypeScript) that answers from your own notes with page citations, says "I don't know" when it should and is evaluated in CI, with pgvector +…
Java
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analyst-case-study
analyst-case-study PublicFunnelLens: a data analyst case study on a messy e-commerce funnel (pandas, DuckDB SQL or tidyverse): data contract, confounder-adjusted tests, three-track parity, CI, a Dockerised dashboard with a…
Python
Repositories
- end-to-end-data-pipeline Public
Pipewright: an end-to-end data pipeline for a D2C brand's CEO dashboard. Python ingestion (API + file drops) into a lake, a versioned data contract, dbt on DuckDB or PySpark with cross-track parity, a data-quality publish gate, Airflow, Streamlit, Docker, incremental models, backfills and SLA alerts. main = starter, solution = reference.
- ds-case-study Public
ChurnCast: an end-to-end data science case study on subscription churn (pandas + scikit-learn, DuckDB SQL or tidymodels): point-in-time features, leakage tests, calibrated models, three-track parity, CI with an evaluation gate, a Dockerised API with a guard-railed AI explainer, monitoring and retraining. main = starter, solution = reference.
- analyst-case-study Public
FunnelLens: a data analyst case study on a messy e-commerce funnel (pandas, DuckDB SQL or tidyverse): data contract, confounder-adjusted tests, three-track parity, CI, a Dockerised dashboard with a guard-railed AI narrator, monitoring and a post-mortem. main = starter, solution = reference with per-phase tags.
- ai-saas Public
StudyBuddy: build a RAG study assistant (Java, Python or TypeScript) that answers from your own notes with page citations, says "I don't know" when it should and is evaluated in CI, with pgvector + full-text hybrid search, from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
- distributed-rate-limiter Public
RateGuard: build a distributed rate limiter (Java, Python or TypeScript) with atomic Redis Lua scripts, per-tenant fail modes and an AI policy advisor, from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
- ecommerce-backend Public
ShopFlow: build an e-commerce backend (Java, Python or TypeScript) with idempotent checkout, signed payment webhooks and AI search, from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
- blog-rest-api Public
DevBlog: build a secure blog REST API (Java, Python or TypeScript) from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
- snaplink Public
SnapLink: build a production-style URL shortener (Java, Python or TypeScript) from requirements to monitoring, with AI as your pair programmer. main = starter, solution = reference with per-phase tags.
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