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devtechedge/README.md

Hi, I'm Dev ๐Ÿ‘‹

Full Stack AI Native Engineer ยท Open Source Contributor

I build production-grade AI and full-stack systems and contribute fixes upstream across AI, developer tooling, distributed systems, and Web3 infrastructure.

Python TypeScript Next.js React FastAPI LangGraph PostgreSQL Tailwind CSS Docker Supabase Node.js Claude ChatGPT 5.6 Grok 4.6 GLM 5.3 Kimi K3


๐ŸŒ Open Source Engineering

OSS Contributions tracks my upstream open-source contributions across developer tooling, databases, infrastructure, SDKs, and Web3, with clear provenance.

Merged:

Anza Anza Kit #2032 โ€” corrected the getPatternMatchCodec advanced guide to match current codec typing.

Better Auth Better Auth #11208 โ€” added regression coverage for missing OpenAPI requestBody generation after a Zod intersection.

Biome Biome #11667 โ€” added the useBetterDomTraversing nursery lint rule with safe transformations where semantics permit.

Node.js node-postgres #3772 โ€” fixed Connection.sync() incorrectly setting the internal _ending flag, preventing false suppression of subsequent socket errors.

pnpm pnpm #14754 โ€” fixed non-recursive pattern runs with --no-bail so matching scripts continue executing and failures are aggregated correctly.

pnpm pnpm #14756 โ€” preserved existing dependency range operators and protocol prefixes during pnpm update.

pnpm pnpm #14753 โ€” fixed lockfile: false being ignored during automatic package-manager switching.

SQLMesh SQLMesh #6040 โ€” fixed a concurrency race in sqlmesh test involving time_machine and worker threads.

thirdweb thirdweb JS #8938 โ€” fixed useTokenQuery collapsing real token lookup failures into unsupported_token instead of using the existing error/retry path.


๐Ÿš€ Flagship Architectures & Projects

  • ๐Ÿ”ฌ Synthesis โ€” autonomous multi-agent research with planning, research, synthesis, critique, HITL gates, RAG, Reflexion, and live SSE agent graphs (repo).
  • ๐Ÿ’ผ Jobrow โ€” live register of still-open US tech roles sourced from employer ATS boards, with search, filters, closed-role tracking, and a public JSON API (repo).
  • โ›“๏ธ Lattice โ€” Web3 jobs platform aggregating blockchain and crypto roles with salary observatory, talent directory, gigs, and hiring intelligence (repo).
  • ๐Ÿช Pulsar โ€” decentralized AI compute protocol interface with Base smart contracts, staking flows, wallet connectivity, 3D visualization, tokenomics, and Foundry-tested contracts (repo).
  • ๐Ÿง  AAROP โ€” explicit Perceive โ†’ Plan โ†’ Act โ†’ Observe โ†’ Reflect โ†’ Adapt loop with self-verification, bounded autonomy, and replayable traces (repo).
  • โš–๏ธ RegTrace โ€” HITL Web3 compliance copilot mapping packs onto MiCA/VARA with retrieval-bounded findings and article citations (repo).
  • ๐Ÿฅ Cadence โ€” deep-memory healthcare agent lab with layered patient memory, journey stages, and consent-scoped clinician briefs (repo).
  • ๐Ÿ”Ž Veritas โ€” LangGraph research agent with SSE streaming, grounded demo mode, and external retrieval when configured (repo).
  • ๐Ÿ”ฅ Chaos Simulator โ€” real-time chaos engineering dashboard with fault injection, self-healing services, animated service topology, scenario orchestration, telemetry, and recovery analysis (repo).

๐Ÿ› ๏ธ Tech Stack

Category Tooling, Frameworks & Architecture
AI systems & agents Python, LangGraph, LangChain, LangServe, FastAPI, explicit agentic state machines, multi-agent supervisors, HITL interrupts, bounded autonomy, Reflexion / critique loops, tool-use / ReAct, durable checkpoints
RAG, memory & evaluation Hybrid RAG, pgvector, BM25, TF-IDF, JSONB embeddings, cosine retrieval, sentence-transformers, long-term memory, retrieval-bounded generation, eval gates, LLM-as-judge, LangSmith
LLMs, tools & integrations Gemini, OpenAI-compatible providers, Groq, Ollama / local LLMs, Tavily, Telegram Bot API, MCP-oriented tool buses, Google Workspace integrations
Frontend & product TypeScript, React, Next.js, TanStack Start, Vite, Tailwind CSS, shadcn/ui, Lucide, Motion / Framer Motion, Recharts, Three.js, React Three Fiber, HTML5 Canvas, SVG
Data, auth & backend PostgreSQL, Supabase, Neon, PGLite, SQLite, Prisma, Drizzle ORM, SQLAlchemy, Pydantic, Zod, Better Auth, REST, Server Actions, API routes
Realtime & observability SSE, WebSockets, Socket.io, replayable traces, structured telemetry, OpenTelemetry-shaped tracing, live/demo provider switching
Web3 & smart contracts Solidity, OpenZeppelin, Foundry, Base, viem, wagmi, RainbowKit, ethers.js, wallet SDKs, blockchain / wallet infrastructure
Infrastructure & testing Node.js, Bun, Express, Docker, Vercel, GitHub Actions, Vitest, pytest, Playwright, TypeScript compiler, Biome, security hardening and threat-model documentation

๐ŸŽฏ Engineering Philosophy

Bounded, observable AI systems with validated retrieval, explicit state, cost-aware routing, and human oversight.
Improve infrastructure upstream, with reproducible engineering and strict OSS provenance.


๐ŸŒ Connect With Me

LinkedIn GitHub


Pinned Loading

  1. aarop aarop Public

    AAROP is a multi-agent system on an explicit Perceiveโ†’Planโ†’Actโ†’Observeโ†’Reflectโ†’Adapt loop: orchestration, self-verification, resilient recovery, bounded autonomy, replayable traces. Python core witโ€ฆ

    TypeScript

  2. aegis_vercel aegis_vercel Public

    AEGIS is a multi-agent operations cortex with a live dashboard. Supervisor plus specialist agents (SRE, knowledge, coder, evaluator, communicator), Hybrid RAG, HITL gates, streaming SSE, and a realโ€ฆ

    Python

  3. synthesis synthesis Public

    Autonomous multi-agent research: plan โ†’ research โ†’ synthesize โ†’ critique โ†’ finalize. Live agent graph, HITL approval, RAG, Reflexion, streaming SSE, eval gate. Next.js 16, Drizzle, Postgres. Groq lโ€ฆ

    TypeScript 2

  4. healthcare-deep-memory-agents healthcare-deep-memory-agents Public

    Cadence is a pure-Python deep-memory healthcare agent lab: multi-layer patient memory, journey stages, and consent-scoped clinician briefs. No LangChain. Local path is Ollama + SQLite + sentence-trโ€ฆ

    Python

  5. regulatory_compliance regulatory_compliance Public

    HITL Web3 compliance copilot for VASP licensing reviewers. Maps project packs onto MiCA and VARA with retrieval-bounded findings, article citations, hallucination flags, split-screen accept/edit/reโ€ฆ

    Python

  6. veritas-engine veritas-engine Public

    Self-correcting multi-agent research engine for technical briefs. Planner drafts queries, Tavily retrieves in parallel, a critic grades 1-10 and loops until >=8 or max depth, then a synthesizer wriโ€ฆ

    TypeScript