Felix-Ayush Ayush7614

�[1;36m░▒▓█▀▄ █▀█ █░█ █   █ ██▀ █▀▀ █▀█ █▀▄ █▀▀ █▀█  ▁ ▂ ▄ ▅ ▆ ▇ █ �[0m
�[1;35m░▒▓█▄▀ █▄█ ▀▄▀ █▄▄ █ ▄█  ██▄ █▄█ █▄▀ ██▄ █▀▄  █ ▇ ▆ ▅ ▄ ▂ ▁ �[0m

> boot sequence initiated .......... [ OK ]
> loading  devrel.agents ........... [ OK ]
> mounting  /home/ayush/runtimewall . [ OK ]
> syncing   open_source_grid ....... [ OK ]
> injecting neon + caffeine ........ [ OK ]
> signal locked :: 05-FF-22-AYUSH .... [ LIVE ]

Contributing to

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
corsair — 12 new plugins/integrations (Apify MCP, Anchor Browser, Agenty, Affinda, Algolia, AgencyZoom, DigitalOcean, ActiveTrail, API-Sports, AltText.ai, API2PDF, AddressZen)
pipelock — Integration examples with verify scripts: Docker Compose proxy (open), plus merged WebSocket proxy, Cursor, and canary-tokens examples
agent-beacon — Splunk HEC and S3 upload GitHub Actions reference telemetry-forwarding workflows
maximem_synap_sdk — Five new Synap framework integrations: DSPy, Smolagents, Camel-AI, Marvin, and Mirascope
next-openapi-gen — Integration test suites asserting transport and CRUD routes in the Pages Router and TypeScript example apps
repowise — fetchAllPaginated API-client helper, CLI on-disk storage footprint in status, and shared UI byte/percent formatters
cuda-oxide — MIR importer constants & thin pointers, range-for unroll guards, cargo-oxide update/doctor/scaffold, safe PreparedLaunch (cluster + cooperative kernels), book docs
cynative — cynative doctor + live-LLM probe, bash/zsh/fish/powershell completions, Go fuzz targets, CodeQL & publish-gate CI hardening
GeoLibre — sidecar security (SQL/vector error leaks, ML proxy caps, Sedona SQL timeouts), collab comment rate-limiting, edge proxy redirect hardening
llxprt-jefe — GraphQL mergeable parsing, merge-method fetch failure surfacing, Windows Esc/Ctrl-C lock fixes, newest-first PR reviews, issue list fixes
llxprt-code — extension-enablement validation, 0600 temp-file transcripts, SIGKILL escalation for hung hooks, /assign GitHub Action
klaatcode — Rosé Pine TUI theme, Slack MCP preset, session hook events, shell completions, /export slash command, post-edit diagnostics
zero — specialist lifecycle hooks, skills hash-drift reporting, plugins info + enable/disable CLI, Fireworks AI provider, MCP serve WorkspaceRoot scoping
Puter — puter-js stream-id guards, ai.chat temperature/max_tokens 0 forwarding, img2txt byte-size fix
humanbound — agentic-run failure propagation, OpenAPI $ref resolution, OAuth loopback binding, 0600/0700 artifact permissions
archestra — LLM-proxy schema hardening (Ollama/Bedrock/Gemini), RBAC artifact gates, invite expiry, cost-optimization scoping
vexa — MCP SSE via ASGI passthrough, token-mint scope honoring, bot port/mix destination fixes
bitchat — localization (result/help/media/voice/verification), SafeRegex mention autocomplete, macOS camera QR verification, oldest-first media disk quota
LiveKit — RTP timestamp off-by-one panic fix, worker load-balancer eligibility, DrainConnections deadlock fix
torlink — sort results by date added, hide zero-seeder results (z), copy info hash (i)
jax_privacy — Flax Linen MNIST DP example, Keras DP RNG/step-counter fixes, DpsgdConfig execution plans
reth — crash-safe nippy-jar delete, unwind-on-heal-tip fix, GetNodeData empty payload, AccountChangeSets invariants
Crawlee — robots.txt proxy routing + MITM TLS, session cookie persistence, redirect-handler parity
hackagent — datasets list/show/sample CLI commands
nanocodex — Python steer/cancel/spawn/fork controls, browser CDN pin sync, ICU locale gap docs
praxen — schema + byte-render CI gating for examples
Gitlawb/node — quarantine bypass fix on encrypted blobs, opaque GraphQL/DB errors, ipfs/arweave outage 503 mapping
Tyk — GlobalSizeLimitDisabled honoring, ValidateJSON mutation fix, Strip Auth cookie matching, Basic Auth colon passwords, IP ACL nil bypass
agent-orchestrator — ao session JSON ops/prs summaries/resume/set-merge-policy, agent probe
ego-lite — browser console/error drain, retryOnTransient, JS dialog helpers, snapshot filters
centaur — team-qualified Slack thread keys, fail-closed resume NetworkPolicies, brokered_token/hmac_sign secret discovery
solidus — verified-layout stack diagnostics, EIP size-cap refusal, deployability guards
rare-ui — duration clamp, OTP a11y, folder keyboard access, reduced motion, registry hygiene
FalkorDB — unique point constraints, size() on maps, procedure runtime errors
open-seo — dialect-native timestamp cutoffs, cron skip fix, Lighthouse re-billing fix
Nexterm — content retention after fetch failures, SSRF redirect re-validation, session ownership
rudder-server — FD cleanup (batchrouter temp, bing-ads CSV, error_index parquet)
swc — TS2371 object defaults, import attribute stripping, RegExp unicode escapes, UniqueFormalParameters
OpenSpace — dashboard auth + skill safety gates, OPENSPACE_HOME runtime data
NVSentinel — PG pipeline matching, exporter resume safety, lifecycle state updates
apify-cli — build abort + runs --status filter, task create/ls/info/update/rm
apify-mcp-server — input-schema keyword preservation, AbortSignal + proxy-name dedupe
crawlee-python — SessionError lifecycle, session cookies across HTTP paths
AlphaFold 3 — data-pipeline reliability, folding input validation, DNA/RNA consistency
gemma — KV cache end_index fix, peft LoRA fusion
MuJoCo — MjSpec zip/asset deep-copy, MJX forward/passive/sensor parity
OGAM — Android MNN CPU image-gen path, download polling hardening
presenton — no-overwrite Downloads export, font upload caps, orphaned endpoint removal
NemoClaw — credential scrubbing, SSRF denylist alignment
aiden — provider modelIds drift guard
OpenShell — fail-closed watch lag, FORWARD query redaction in OCSF/denials
AgentENV — persistence cleanup failure handling, network policy rollback, fork failure handling
mikro-orm — SQLite merge/findOne validation test coverage
openship — Docker Compose first-admin signup, openship up --host, live docs links
solar — AST/sema/codegen fixes (bare bodies, internal types, storage packing)
openagent — Ollama embeddings URL, SKILL.md front-matter parsing, MCP intranet scan tests
trigger.dev — RouteErrorDisplay hardening, idempotencyKeyOptions preservation
tscircuit — global types hardening, JSON-safe copy-core-versions, worker blob injection

Building

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

GitHub Activity

$ whoami
> ayush.kumar · Senior DevRel · AI, AI Security, Cybersecurity & Cloud Engineer
> alias: "The Open-Source Signal Booster" 📡

$ 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
> 52 OSS repos shipped upstream in Jul–Aug 2026 🚀

$ sudo apt-get install more_ideas
> Reading package lists... done
> more_ideas is already the newest version (you).

📡 live stats · from the verse


1000+ Blog Posts	100K+ words shipped
500K+ reads	∞ caffeine units
1000+ technical posts authored	20000+ OSS contributors mentored

⏳ Year Progress: {██████████████───────────} 59.76% as on ⏰ 07-Aug-2026

_{⏰ real calendar data · auto-updates daily · progress through 2026}

🛡️ flagship · building now

RuntimeWall

Security-first runtime for autonomous AI agents

Sandboxes · session replay · MCP security · observability

Go Next.js Docker WebSockets PostgreSQL

NeuralVerse

Notebook & signal feed — 1000+ transmissions

AI · LLMs · agents · cybersecurity · DevRel · OSS

Next.js MDX Blog

ayushbuilds.dev

Portfolio — dark ember aesthetic

DevRel · AI security · projects · consult

Next.js TypeScript Tailwind Framer Motion

more ships

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`

💼 experience · shipped impact

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.

🏆 badges · honors · community

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

🤝 let's talk · 1:1 mentorship

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

�[1;36m┌──────────────────────────────────────────────┐�[0m
�[1;35m│  NEUROVERSE SYSTEM MONITOR  ·  v2.0.live     │�[0m
�[1;36m├──────────────────────────────────────────────┤�[0m
�[0;37m│  uptime      │  ∞ · always transmitting       │�[0m
│  cores       │  2 brains · 4 hands · 1 coffee   │�[0m
│  network     │  devrel.ai · opensource.grid     │�[0m
│  threat lvl  │  elevated (adversarial agents)   │�[0m
│  status      │  ship_it() ▓▓▓▓▓▓▓▓▓▓ 100% ✅    │�[0m
�[1;35m└──────────────────────────────────────────────┘�[0m

if you vibe with the verse, fuel the transmission ☕

+ v2.0 · est. 2026 · NeuralVerse transmitting…
! 4 years since last README update — finally patched 🚀

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