CHRIS BIRKEINDEPENDENT ENGINEER / PROTOTYPER
SYSTEMS FOR MESSY REALITY.

Agentic AI, realtime systems, sensing, simulation, and product prototypes built while the brief is still moving.

Former Microsoft / startup CTO-founder / technical lead / 20+ years shipping strange things.

SCROLL THROUGH WORK ↓
VINTAGE RESALEINVENTORY / LIVE STATE
STATELIVESOURCESMULTIMODELOCAL
INVENTORY KNOWS
WHAT IS ACTUALLY THERE.
VINTAGE RESALETRAFFIC / CONVERSION
CAMERA EVENTSREVENUE / VISITORDAYS ON FLOOR
CAMERAS BECOME
BUSINESS SIGNAL.
VINTAGE RESALEAPPROVED ACTION

YOUWhat should the booth pay attention to today?

AIThree items have high days-on-floor and weak conversion. I can prepare a markdown proposal and a revised listing draft.

PROPOSE ACTION REVIEW REQUIRED

THE AI CAN DO THINGS.
THE APP STAYS AUTHORITATIVE.
01 / PRODUCT SYSTEM

Vintage
Resale

AI-native operations for independent retail. Inventory, sales, traffic, reporting, listings, and scoped actions share one deterministic core.

CHECKING LIVE SITE
02 / LIVE APPLICATION

Design
Dreamer

Spatial composition as a prompt. Blueprint, dollhouse, camera, written direction, and style references converge into generative interior studies.

REAL LOG REPLAY / OCT 05 2026 / TIME COMPRESSED
::

terminal

#ouroborosrecorded activity
ouroboros $replay only

chat

#coordination / ouroboros-v2-reviewcanonical event relay
DOCUMENT REVIEW Ouroboros v2 architecture proposal durable identity / multi-incarnation agents / authority / memory / migration
>
channels are distinct from identity and authorityevent 36055

authority

project / ouroboros
ACTIVEdevelopment leasescope bounded
NO DRIFTauthority manifestverified

agents

#coordination

agents in active review thread

activity

Mnemosyne
runningmulti-agent review

canonical context events / coordination relay / provenance retained

status

RUNNING14 active agents
ON
server load8.99 / 16 CPU

0 calls/min | avg 0 ms | max 0 ms | load 8.99/11.34/10.35

networkrx 45.6 KB/s | tx 10.0 KB/s

396 samples | host network counters

token rateserver text 523 tok-eq/min

753092 server-text token-equivalent | character proxy

git

ouroboros / main
mainclean
review material 3
docs/design/v2/[review document]
docs/architecture/[identity persistence]
v2 architecture proposal
Browser simulation - you certainly don't get access to the real thing ;D
03 / LOCAL AGENT INFRASTRUCTURE

Οὐροβόρος

Local development harness. Persistent agent identity, memory, authority, approvals, telemetry, and provenance. Provider sessions are replaceable; durable agency is not.

BROWSER SIMULATION / REAL LOG REPLAY
04 / LIVE SITE

Ecological
Archive

Provide ecological data to benefit life. High-resolution environmental observations preserved with provenance, spatial context, public archival access, and Indigenous oversight.

05 / BROWSER SENSOR WORKSPACE

July

Uses variable attention to decide which devices to sample, when to sample them, and at what level of detail.

06 / LIVE APPLICATION

Salticid

A browser physics and motion lab for an articulated jumping spider. Gait, orientation, turning, and jumping emerge from joints, contacts, motors, control, curriculum, and reward.

OPEN FULL LAB ↗