Four disciplines.
One practice.
Continuous context.
Cross-layer ideas fail when context gets split across handoffs. We keep one decision thread: set the hypothesis, test in the real stack, measure the result, and iterate until the system works. One principal holds that thread from concept to working deployment.
The Practice Model
PixelWise is one engineer's practice — not a firm, not an agency, not a team hiding behind a logo. When an engagement needs depth beyond one person's reach, the practice expands: domain specialists contribute their lane, AI agents accelerate analysis and implementation, and the principal directs the integration across every layer.
What stays constant: the engineering judgment that connects your idea to a working prototype never passes through a handoff. You talk to the person making the cross-layer decisions. That's the product.
Signal History
Arduino Uno ships. ARM Cortex-M3 ecosystem matures. Embedded development moves from lab benches to garage workstations.
Raspberry Pi launches. Node.js goes mainstream. Full-stack becomes one person's job — and single-board computers put Linux in every project.
FreeRTOS hits critical adoption. MQTT becomes an OASIS standard. Connected devices get a real messaging layer.
ESP32 ships Wi-Fi and BLE on a microcontroller for $4. Zephyr RTOS open-sourced by the Linux Foundation.
KiCad 5.0 makes professional PCB design free and open-source. RISC-V ISA gains commercial traction.
TFLite Micro runs inference on Cortex-M4. Machine learning meets the memory and power constraints of real devices.
Stable Diffusion and ChatGPT open the generative era. Open-source LLMs proliferate. The interface between AI and everything else becomes the problem.
Claude MCP, OpenAI Assistants API, and tool-use architectures move AI from chat windows into operational workflows.
Anthropic publishes "Building Effective Agents." AI-assisted development governance formalizes human-AI collaboration as methodology, not novelty.
Four disciplines formalized into one principal-led practice. The work that crosses layers — continuous context.
The Principal
Chris Slothouber
Founder & Product Engineer
Product engineer working across research, manufacturing, bring-up, and the messy handoffs between them. Recent proof: turning a bare VFD into a finished build by extracting usable manufacturing data from Chinese-source docs, solving a parts substitution, ordering a first PCBA run, and soldering the final assemblies by hand in Seattle.
If it crosses layers, bring it in.
Describe the Idea