packetloss404 GitHub avatar

PacketLoss404

Software experiments, built in public.

A public engineering lab around terminal-first AI tools, self-hosted automation, creator infrastructure, and the workflows that help builders ship faster.

The engineer behind the lab

Ian S. Walmsley

Agentic Systems Engineer

Twenty-six years in Systems Engineering — building, securing, and running the infrastructure that other people's software depends on. PacketLoss404 is where that same rigor now drives how I build with AI: agents, LLM tooling, and self-hosted systems shipped to production, not slideware.

My résumé says systems engineer. This lab says the rest. Rather than talk about AI, I ship it — in public, at the pace agents now make possible. Everything here is real, running code, built the way a systems engineer builds: to actually stay up.

LinkedIn has the 26-year track record. This site is the proof of what I do with it now.

26Years in Systems Engineering
70+Repositories built
5LLM providers, one interface
Featured Projects

The flagship builds.

These are the systems getting the most focus, iteration, and real usage right now.

View GitHub
The Packet Stack

A connected set of tools for building with agents.

Each project works on its own. Together they cover the loop from idea capture to agent execution, operations, community feedback, and the next shipped iteration.

1. Orchestrate
T

taskloom

Open-source agent creation, management, and run app. BYOK with Claude Agent SDK support.

2. Submit
V

vibehack

Local submissions tracker for hackathons, contests, deadlines, links, and checklist progress.

3. Create
C

ChatMax

Desktop MiniMax client for chat, image generation, music, text to speech, and video.

4. Automate
M

mc-server-bot

AI-powered Minecraft bot framework with autonomous learning, skills, chat, and fleet control.

5. Transcribe
V

vibetotext

Turn spoken context, clips, and rough notes into usable text for prompts and build logs.

6. Investigate
V

vellum

A durable investigation system where the dossier is the primary surface, not chat.

APPS

Playable projects, apps, and operator tools.

Behind Closed Doors

Private builds that don't ship in public.

Not everything is open source. These are active private repos — client work, personal infrastructure, and bigger systems still under wraps. No links, just a look at the bench.

AI Sandbox

blackboxai

Closed-sandbox platform for testing AI agents inside fake but structured environments — a simplified internet, network, social world, and app ecosystem.

Agents / Sandbox / TypeScript
Enterprise

synapse

Enterprise workspace management and closed-loop endpoint operations with policy-bounded remediation and Experience-Level Agreement (XLA) reporting.

Endpoint Ops / XLA / TypeScript
AI Assistant

vector

A personal AI assistant with an agentic chat interface, sub-agent delegation, multi-provider model routing, and Microsoft 365, Twilio, and CRM integrations.

Next.js / Agents / Integrations
Fintech

Continuum

A personal finance operating system that aggregates bank accounts, brokerage portfolios, and AI-powered insights into one unified dashboard.

Personal Finance / Dashboard
Image Tooling

Darkroom

Local-first image curation with SHA-256/perceptual dedup, CLIP-powered similarity search, tagging, and a non-destructive editor with 140+ parameters.

CLIP / Editor / Local-first
AI Platform

ai+

A multi-provider AI platform spanning research, chat, a creative studio, and music generation behind one workspace.

Multi-provider / Studio / Music
Build Log

What's actually happening, week by week.

Latest From The Lab

Build Sessions, Lofi Vibes

View channel
Day .5 of Vibe Coding video thumbnail
Mar 1, 2026

Day .5 of Vibe Coding

Enjoying the vibe, setting up, and showing the real middle of toolchain work.

Right now

Currently focused on:

Sites That Vibe

Check out these other sites that vibe.

Quick jump

About Ian View projects Open stack Private builds Read build log GitHub Discord