DRIFT & EMBER
[ BUILD: 2025 | ASTRO + HEADLESS ]Specialty coffee roastery
+61% online orders in 90 days
The site that makes a cold call warm. Then a recursive AiO layer that gets better every day. Then, when the stakes are high, agents that live in a paint of your data — not a jail with folders.
This page is the pitch. Not a template shop. The work is the respect: you can see the effort. Same system on every client site we open the door with — then the optimizer, then the paint of their data.
Specialty coffee roastery
+61% online orders in 90 days
Architecture studio
Portfolio updates 3× faster, no developer
HVAC & electrical contractor
9-minute emergency intake, start to dispatch
Utility-scale energy monitoring · custom AI solution
When the client’s problem isn’t a website, we build the room the data lives in: topographic grid maps, live telemetry, forecast models, and operator alerts — engineered to be read at 3 a.m.
Systems with a sine of life.
Three deployment classes, one philosophy: governed autonomy. Machines do the repeating; humans hold the kill-switch; everything ships with an audit trail.
Deterministic frontends, engineered like backends. Sub-second loads, accessible by default, hand-tuned typography — sites that rank, convert, and refuse to rot. Every build ships monitored, documented, and fast on a bad phone on a bad network.
The All-in-One website with a governor. Site, CMS, CRM, analytics, and an embedded AI layer wired into one closed loop — it observes how visitors actually use it, drafts improvements, ships them behind flags, and learns from every delta. Your website becomes an asset that compounds.
MCP stacks, autonomous workflows (n8n + Python + LLM reasoning), redteam tooling, and synthetic media pipelines — governed architectures that execute complex tasks while you sleep, under strict parameters, without hallucinating context.
A website that ships once is dead infrastructure. A Recursive AiO website runs a closed loop forever — every visitor makes the next visitor’s experience sharper.
Telemetry on every session — attention, stalls, rage-clicks, conversions, escapes.
The site’s models map which copy, layout, and flow each visitor pattern actually responds to.
It drafts the delta — sharper headlines, re-ordered sections, tighter funnels.
Improvements ship behind flags. You approve; the loop learns from the result. Repeat.
Deployed systems, isolated instances, applied Cosine architecture. Real products built for real clients — select a node to inspect.
National inventory tracker and site-scouting system for a multi-state oral surgery group. Replaced fragmented spreadsheets across locations with one governed data architecture — live stock levels, transfer alerts, and geospatial scouting of prospective practice sites.
Automated pharmaceutical tracking and expiry alerting for clinical inventory. Eliminates redundant manual logging, escalates expiring stock before it becomes a write-off, and maintains an audit log compliance officers actually enjoy reading.
A watchdog that never sleeps: crawls every page of a web estate on schedule, simulates real devices, catches Core Web Vitals regressions the moment they ship — and drafts the exact fix, not just the ticket. Deployed across multi-property publishers and e-commerce fleets.
Stacked custom tooling built from operator requests. Deployable chain for active reconnaissance and penetration testing — LLM-assisted recon agents that map surface area before an adversary does, with every action logged and governed.
An autonomous MCP loop that scans industry channels for market signals and drives Unreal Engine 5 rendering in response — generating industry-tier synthetic media triggered by real-world events. It grades its own output and auto-prunes anything below bar.
Four phases. No discovery theater, no surprise invoices, no ship-and-vanish.
One week of discovery against your actual stack — not a deck. Ends in a fixed quote and a written scope you can hold us to.
Working software in 14 days. The prototype runs on real data behind a flag, so decisions get made on evidence instead of slides.
Production deployment, monitored and documented. Handover is optional — most clients keep the node on our watch instead.
Post-launch, the loop keeps running. Deltas compound weekly and your asset appreciates instead of decaying.
[ FIELD OPS — A COFFEE SHOP NEAR YOU ] A website that improves itself. A workflow that stops needing you. A system your competitors can’t buy off a shelf. Start the conversation — we’ll scope it in one week, fixed.