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vishnujayvel/README.md

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$ cat ./README

11 years at Amazon as a Tech Lead. Distributed systems, conversational AI,
agentic engineering. Built the Alexa Plus Gen AI Foundation.

On sabbatical now. Building AI tools and using them every day.

Parallel Wave Execution
My AI-native software development workflow

RARV Agent Inner Loop


AI for Life

ADHD-friendly day planner with gamification. Acts, beats, standing ovations.

TypeScript Desktop App

OpenAPI 3.1 spec for DYL methodology. AI-first life coaching, 13 entities, 6 rule sets.

OpenAPI

Local-first semantic search over calendar, tasks, and life data. RAG for your own existence.

Python RAG


Learning

Transforms tutorials into interview-ready flashcards. Quizlet-compatible output with reasoning-focused Q&A.

Skill


Agentic Tools

Autonomous agent orchestrator. Spec it, execute via parallel agents, monitor with a gardening agent, capture learnings, verify, file bugs, loop until clean.

Shell Orchestrator

Config-driven hook framework for Claude Code. Guards, analytics, coaching, and TUI from one YAML file.

Go CLI

Autonomous spec-driven development. Director/Actor/Critic with dual validation.

Shell Framework

Observability dashboard for Claude Code. MCP server utilization, health, errors. Zero-daemon, SQLite WAL.

Go Dashboard


Developer Tools

Audits repos for open-source readiness. PII, secrets, hardcoded paths, license gaps. Generates a remediation checklist before you push public.

Skill

Personal tech scout. Triages GitHub bookmarks, experiments in a sandbox, serves findings through an ADHD-friendly HTML portal.

HTML Skill

Cross-platform snippet system. Mines conversation patterns and generates configs for Wispr Flow, Espanso, Raycast, Zsh.

Skill

Multi-agent transcript analyzer. 4 parallel agents, anti-hallucination protocol, confidence scoring.

Multi-Agent


MCP Servers

Expense splitting with atomic duplicate prevention and deterministic math verification.

Python MCP


Upstream Contributions


Background

2015 — 2025 | Amazon, Tech Lead Distributed systems, conversational AI, agentic engineering. Built the Alexa Plus Gen AI Foundation. Shipped reliable systems to millions of users.

2025 — now | Sabbatical, Building MCP servers, Claude Code skills, observability dashboards. All open source.


Stack

Tech Stack


GitHub Stats Streak

Activity Graph

Trophies

Popular repositories Loading

  1. hookwise hookwise Public

    Config-driven hook framework for Claude Code — guards, analytics, coaching, and interactive TUI from one YAML file

    Go 7

  2. pdlc-autopilot pdlc-autopilot Public

    Autonomous spec-driven development for Claude Code — Director/Actor/Critic pattern with dual ADVOCATE+SKEPTIC validation

    Shell 4

  3. practicecodes practicecodes Public

    C 3

  4. designing-your-life-spec designing-your-life-spec Public

    OpenAPI 3.1 specification for Designing Your Life methodology - AI-first life coaching framework

    Shell 2

  5. mcp-lens mcp-lens Public

    Lightweight observability dashboard for Claude Code with MCP server intelligence

    Go 1

  6. transcription-analyzer transcription-analyzer Public

    Multi-agent mock interview transcript analyzer with anti-hallucination protocol. Agent Skills compatible (Claude, Cursor, Gemini CLI, Codex, 26+ tools).

    1