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sagar0163/README.md
Sagar Jadhav — Software Engineer building production AI agent systems, API gateways & developer tools

I build AI agent systems and developer tools, mostly in public — API gateways, self-healing CLIs, chaos-testing harnesses, and an autonomous agent that has to earn its own keep. Currently doing related work as a Software Engineer at Cateina Technologies, across Fintech and IoT.


What I've shipped

  • APIX Gateway — Node.js API gateway I built solo: 35+ plugins, 8 auth methods, 5 load-balancing algorithms, circuit breaker, OpenTelemetry tracing, real-time admin dashboard.
  • Survival AI — an autonomous agent that has to earn real money to survive: existence debt, a two-pool wallet the agent can't fully touch, human veto windows on large spends, death + reincarnation with memory carried forward.
  • Nebula-CLI — self-healing terminal agent with AI-powered command recovery, backed by a chaos-testing harness (nebula-cli-chaos) I wrote to validate it under fault injection.
  • Argus Pentest — autonomous AI penetration-testing framework, hybrid black/white-box, CI/CD-integrated.
  • LLM Manager — multi-provider LLM wrapper with automatic failover and cost optimization.

At Cateina: production LangGraph agent workflows and a TYK API gateway hardened for live banking traffic — details under NDA, so no links here, but that's the day job funding the projects above.


Stack

TypeScript Python Node.js Go · LangGraph LangChain MCP · Express Fastify FastAPI Next.js React Vue Angular · PostgreSQL MongoDB Redis · Docker Kubernetes OpenShift Temporal.io


Public projects

Project What it does
APIX Gateway Production-grade Node.js API gateway — plugins, auth, load balancing, observability
Survival AI Autonomous agent with real financial stakes — debt/survival loop, spend guardrails, reincarnation
Nebula-CLI Self-healing terminal agent with AI command recovery
nebula-cli-chaos Chaos-testing framework for CLI apps — fault injection, resilience validation
Argus Pentest Autonomous AI penetration testing framework, hybrid black/white-box, CI/CD-integrated
LLM Manager Multi-provider LLM wrapper with automatic failover and cost optimization
Nebula-Writer-2 AI writing assistant with a 3-loop quality system (auto-rewrite, HITL, continuity lookahead)

42 public repos in total, including terminal tools and a Godot 4 dungeon-builder game.


Pinned Loading

  1. nebula-cli-chaos nebula-cli-chaos Public

    Chaos testing framework for CLI applications — fault injection, resilience validation, automated recovery

    JavaScript 1

  2. Nebula-Writer-2 Nebula-Writer-2 Public

    AI-powered writing assistant with multi-model support, document analysis, and content generation

    Python 1

  3. Nebula_cli Nebula_cli Public

    Self-healing terminal agent with AI-powered command recovery and workflow automation

    JavaScript 1

  4. apix-gateway apix-gateway Public

    Modern Node.js API Gateway with rate limiting, authentication, caching, analytics, and plugin architecture

    JavaScript

  5. argus-pentest argus-pentest Public

    Argus - Autonomous AI Penetration Testing Framework

    Python

  6. llm-manager llm-manager Public

    Resilient multi-provider LLM wrapper with automatic failover, load balancing, and cost optimization

    Python