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Open Source

Open-source developer tooling, CLI workflow engines, and contributions to distributed serverless vector databases.

01
Creator & Maintainer
Apache 2.0

build-with-ai

Zero-API Developer CLI & AI Workflow Engine

Open-source developer CLI guiding engineers through structured development phases with zero-API overhead and persistent local context across any AI model.

Key Engineering Deliverables
  • •Local-First Memory: Preserves architectural choices across sessions (.buildwithai/context.json) to eliminate AI context drift.
  • •Workflow Blueprints: 6 production templates spanning SaaS MVPs, REST APIs, Expo, AI Agents/RAG, and Chrome extensions.
  • •Interpolation Engine: Dynamic prompt variable injection with strict prerequisite checks and automated clipboard sync.
Node.jsJavaScriptCLI EnginenpmAI Prompts
02
Contributor · 11 Merged PRs
11 Merged PRs

dynavec

Serverless Hybrid Vector Database on DynamoDB & S3

Serverless vector database engine. Authored 11 merged PRs spanning dynamic SPFresh partitioning, FastMCP GraphRAG server, and cloud diagnostic CLI.

Key Engineering Deliverables
  • •SPFresh Rebalancer (PR #170, #144, #116): Dynamic spherical 2-means bipartitioning, nearest-centroid merges, and non-blocking RLock buffers.
  • •FastMCP & GraphRAG (PR #165, #120, #119): Model Context Protocol server for agent vector search / GraphRAG, and SHA-256 ingestion deduplication.
  • •Packaging & Diagnostics (PR #163, #154, #155, #2, #1): PEP 561 typing compliance, dynavec doctor AWS pre-flight diagnostic CLI, and cycle-safe graph traversals.
PythonDynamoDBAWS S3 VectorsSPFresh IndexingFastMCPGraphRAGpytestPEP 561