- Promptfoo
— CrewAI & LangGraph agent evaluation guides, E2B sandbox code-eval example, Grok vs GPT-5 comparison, ACP Booksmith multi-agent example, redteam CrewAI guide fixes
- EverOS
— Cursor agent hooks for local EverOS memory, foresight sender ToolCallRequest scan fix, local-first Markdown-native agent memory layer
- Strix
— Five security skills: OAuth, AWS, prototype pollution, deserialization, Django
- Rhesis
— Google ADK, Haystack & AutoGen auto-instrumentation, Penelope Target integrations, MCP tools (Linear, Azure DevOps, GitLab, Asana, Shortcut), LlamaIndex RAG & OpenAI/Anthropic telemetry examples
- Compound Engineering Plugin
— Antigravity one-command plugin install from GitHub
- Greplica
— Gemini CLI & Continue platform install support, persistent searchable engineering memory for AI coding agents
- xberg
— MCP HTTP transport client snippet, batch_extract_files Python docs
- Kova
— Duplicate slide thumbnail menu, hide/show slide shortcut, Open Recent File menu, Table of Contents discoverability, PDF/Mermaid/keybinding/font test coverage
- Hivemind
— OpenClaw code graph auto-build, tools, and session inject
- Webbrain
— Firefox per-tab conversation persistence, go_back/go_forward history navigation tools, pre-execution planner gate for Act mode
- CVE Lite CLI
— No-fix-available and multi-path-same-vuln regression fixtures, NestJS case study remediation docs
- OpenTaint
— README translations (Indonesian, Swedish, Hindi)
- Taurent
— torrentStatus utils test coverage, desktop "Add peers" panel
- Inkbox
— Agent self-signup example
- mcp-wormhole — MCP server monorepo — one directory per integration for Cursor, Claude Desktop, and 16+ AI clients
- AegisMind — Security learning vault — cybersecurity, AI security, agents, MCP, and Anthropic-style skills
- Agentic AI Ecosystem — Hands-on guides for local agentic AI — RAG, multi-agent crews, MCP, and production APIs
- Agent Observatory — Universal dashboard for coding AI agents — live monitoring, analytics, session recovery, and remote control
- personal-context — Turn your digital footprint into an AI-readable profile — GitHub, blogs, resume → one context source for every agent
- RuntimeWall — Security-first runtime and governance for autonomous AI agents — sandboxes, MCP security, observability
- NeuralVerse — Personal blog — cyberpunk-neon Next.js site for AI, security, and DevRel posts
- ayushbuilds.dev — Portfolio website — DevRel, AI agents, open source, and security
- Ayush7614 — GitHub profile README — stats, flagship projects, OSS contributions, and live signals
$ whoami
> ayush.kumar · Senior DevRel · AI, AI Security, Cybersecurity & Cloud Engineer
$ cat ./now.txt
> Building RuntimeWall — secure runtime for autonomous AI agents
> Writing 1000+ blog posts on NeuralVerse · mentoring 20000+ OSS builders
> 4+ yrs DevRel · 2+ yrs deep in LLMs, agents & AI security| 1000+ Blog Posts | 100K+ words shipped |
| 500K+ reads | ∞ caffeine units |
| 1000+ technical posts authored | 20000+ OSS contributors mentored |
⏳ Year Progress: {████████████─────────────} 50.73% as on ⏰ 05-Jul-2026
⏰ real calendar data · auto-updates daily · progress through 2026
|
Security-first runtime for autonomous AI agents Sandboxes · session replay · MCP security · observability
|
Notebook & signal feed — 1000+ transmissions AI · LLMs · agents · cybersecurity · DevRel · OSS
|
|
Portfolio — dark ember aesthetic DevRel · AI security · projects · consult
|
Paanch-Editor · Etihaas · Foody-Moody · Tutorhuntz · Zipify |
✍️ latest signals · NeuralVerse
| date | transmission | tags |
|---|---|---|
| May 19, 2026 | How to Install & Run EmbeddingGemma 300m locally | Local LLMs Tutorial |
| May 19, 2026 | The Open Source App Builder — Dyad Ollama Setup | Local LLMs AI |
| May 19, 2026 | Zero to Docs Hero — Python Doc Generator with GPT-5 | AI LLMs |
| May 18, 2026 | GPT OSS 120B Coding Beast — Reviews, Fixes, Writes | AI Tutorial |
| May 18, 2026 | How to Install Devstral Small 1.1 locally | Local LLMs AI |
| May 18, 2026 | LLMs Under Fire — Red Teaming with Deepteam + Ollama | Security LLMs |
Lead Developer Relations Engineer · NodeShift AI Cloud · Jul 2024 – Dec 2025
- 150+ blogs on AI, LLMs, MCP, APIs, Web3, Cloud, TAK Server
- Dubai UAE Govt TAK Server deployment on NodeShift GPU VMs
- Documentation, marketing & global DevRel content strategy
DevRel Engineer Consultant · Techlatest.net · Mar 2023 – Jul 2024
- Content lead: AI/ML, DevOps, GUI-based dev education
- 150+ blogs · Linux VMs · SEO · newsletters · community growth
Google Summer of Code '22 · Fossology · Student Developer
- REST APIs with React · legacy PHP/Slim · YAML API docs
+ Keploy · Humalect · DEVs Dungeon · QwikSkills · NimbleEdge · CryptoCapable · Hyathi · OneGo
DevRel · community · full-stack · OSS — the long arc of shipping in public.
GitHub Campus Expert GSoC '22 AWS Community Builder Auth0 Ambassador
Smart India Hackathon Winner '22 KWOC 3rd SWOC 5th JWOC 17th DWOC 81st CWOC 6th
Founder — Nexus What The Hack 20+ events 15+ bootcamps Best Mentor — HSSOC · PSOC · DevicePT
Education: B.Tech ECE · ABES Engineering College · GPA 7.7/10 · 2019–2023
Book a session on whatever's in your head — DevRel paths, OSS strategy, AI/LLM engineering, resume reviews.
| Open Source | AI / ML / LLMs | Agentic AI | DevRel | Community |
|---|




