Applied AI Studio

We build custom
AI agents.

AI agents that can act autonomously, with humans in the loop when it matters.

Each one has a nervous system: context, memory, tool access. We scope it, build it, ship it — in under 6 weeks.

Commission an agent See what's alive

Live deployments

< 6 wks

Typical delivery

API + payments

Real integrations

Your next agent, taking shape.

# Built on production infrastructure

OPENAIANTHROPICMCPREMOTIONSTRIPENOTION

$ Capabilities

What we build

Conversational Agents[chat]

$ git remote -v

vladchatware/vlad.chat

vlad.chat

Public relations agent

lang: TypeScriptstars: 0forks: 0

#mcp#claude#notion api#chat api

Content Agents[publish]

$ git remote -v

vladchatware/media.vlad.chat

media.vlad.chat

Remotion based Gen AI pipeline

lang: TypeScriptstars: 0forks: 0

#remotion#gpt-4o#social apis#stripe

Media Agents[play]

$ git remote -v

vladchatware/music.vlad.chat

music.vlad.chat

Open AI DJ

lang: JavaScriptstars: 0forks: 0

#soundcloud#web audio#llm#three.js

$ Methodology

How an agent comes to life

boot sequence — agent lifecycle

[01]
ScopeWe map the agent's environment.
Define capabilities, integrations, and data sources in a fixed brief. You know exactly what's being built — and what it costs — before we write a line of code.
[02]
AnatomyWe design its nervous system.
Agent graph, API integrations, memory layer, output pipeline. You get a full architecture document before development begins.
[03]
GrowthIt develops in weekly cycles.
Working demos from week 2. Continuous feedback loop until it behaves correctly in real conditions — not just the happy path.
[04]
ReleaseIt goes live in your product.
Production deploy with monitoring, eval metrics, handover documentation, and a 60-day optimisation window after launch.

■ all checks passed — ready to deploy

$ Case Studies

Real AI agents in production.

Deployed for vlad.chat, media.vlad.chat, and music.vlad.chat.

pid	type	agent	status	stack
001	Conversational	Digital Twin Terminal An AI character with memory and tool access Chat API + MCP (Notion) + Stripe checkout. It knows its context, references your knowledge base, and takes payments — all inside a conversation. No context switching.	Live	#mcp#notion#stripe#chat api
002	Content	Social Media Agent One prompt → five platform-ready formats Remotion-powered pipeline. Input a brief, get a story, carousel, tweet, thread, and video — formatted, rendered, ready to publish. No manual resizing.	Live	#remotion#gpt-4o#social apis
003	Media	Music Streaming Agent An AI DJ that reads the room Natural language music requests over a SoundCloud backend. Real-time 3D audio visualisation reacts to the track. Talk to it. It listens. It plays.	Live	#soundcloud#web audio#llm

pid

type

agent

status

stack

001

Conversational

Digital Twin Terminal

An AI character with memory and tool access

Chat API + MCP (Notion) + Stripe checkout. It knows its context, references your knowledge base, and takes payments — all inside a conversation. No context switching.

Live

#mcp#notion#stripe#chat api

002

Content

Social Media Agent

One prompt → five platform-ready formats

Remotion-powered pipeline. Input a brief, get a story, carousel, tweet, thread, and video — formatted, rendered, ready to publish. No manual resizing.

Live

#remotion#gpt-4o#social apis

003

Media

Music Streaming Agent

An AI DJ that reads the room

Natural language music requests over a SoundCloud backend. Real-time 3D audio visualisation reacts to the track. Talk to it. It listens. It plays.

Live

#soundcloud#web audio#llm

Client Work

Built on Upwork. Shipped to stores.

From the jelly.ninja agency portfolio — real client apps, scoped honestly. Our own agents live under Case Studies; Lab is side projects.

Social2023

Bonvi

Took over. Fixed the foundation. Shipped.

Young-professional meetup app — interest groups, planning, icebreakers. We inherited a half-built React Native codebase, repaired the architecture, finished the features, and released it to the App Store.

App Store listing no longer live

React NativeiOSTakeoverApp Store

Health UI2023

Lydia.ai

Design system as a library — host app owns the logic.

UI library for a Taiwan MoHW health-passbook AI risk app (healthy age, disease risk, hospitalization cost estimates). Built the interface layer from designs so business logic could live in the host app.

App Store listing no longer live

iOSUI LibraryHealthDesign Systems

Tour Ops2023

Xola Kiosk

Guest check-in + self-serve booking on the floor.

Kiosk for Xola’s tour and activity operators — guest check-ins and self-serve booking against their reservation stack. Shipped in collaboration with Crowdbotics; still live on the App Store.

App Store — Xola Kiosk

React NativeKioskXolaCrowdbotics

Lab

Stuff we're shipping on the side.

Sandboxes, hardware loops, security research, agent skills, and a trading agent that asks before it yoloes. Builder toys that bite when they need to.

Sandbox

dsh sandbox

Untrusted agent code? Box it.

dsh-docker + dsh-microsandbox — run sketchy agent code without letting it touch the host. Containers for the messy bits, microsandbox for the rest.

dsh-docker dsh-microsandbox

DockerMicrosandboxIsolationAgents

Hardware Lab

Pi HID

Real keyboard. Real mouse. Real loop.

Raspberry Pi as a HID gadget for hardware-in-the-loop computer use. Agents click and type on metal — not mocks, not screenshots of screenshots.

pi-hid-control-cli

Raspberry PiHIDComputer UseHIL

Security Research

php2shell

Memory corruption, ported, proven.

End-to-end reproduction of the PHP-CGI memory-corruption RCE campaign (CVE-2026-109618/109619) plus the session upload-progress desync (CVE-2026-115560) — the full chain from heap groom to shell, verified against stock and patched builds.

php2shell

PHPRCEMemory CorruptionCVE

Trading

brainrot_trades

Skills stack. Human on the stick.

A trading skills agent that drafts moves and waits for you — not another signal spam bot. Stack the skills, keep the loop human.

trade.vlad.chat

SkillsHITLTradingAgents

Agent Skills

Drop-in skills for production agents.

Open-source skill packs agents can install — each one teaches a real workflow, not a prompt snippet.

moshimoshi

Anki-style vocabulary immersion for chat agents. SM-2 scheduling, SQLite, weaves due words into replies instead of flashcard drills.

GitHub

media.vlad.chat

GenAI short-form render studio. Idea → script, images, voiceover, captions, then a finished MP4 or carousel: narrated stories, feed carousels, tweet/thread voiceovers, and full AI video.

GitHub

SoundCloud DJ

Set composition skills for SoundCloud — discover tracks, read BPM/key/energy evidence, compare candidates, and plan lasting sets with Camelot harmony and energy arcs. Composes the mix; does not press play.

GitHub

Notion

Notion power-user skill via the official ntn CLI — pages, data sources, files, and Workers without API-key ceremony.

GitHub

Code Quality & Simplicity

Reviews code for Big-O, cyclomatic/cognitive complexity, nesting, and length — then pushes toward real simplicity.

GitHub