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Their Hardware Journey
ESP32s, STM32s, Raspberry Pi, and beyond. Share your breadboard prototypes, document your mistakes, and help others learn from your journey.
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Real Hardware Projects
Designing a FastAPI Developer Experience
Architect · Independent
Shipped a FastAPI-based backend and DX that let engineers prototype features in hours instead of days.
Read Case Study →Integrating Rust in Embedded Systems
Systems Engineer · EmbedCorp
Replaced unsafe C components with Rust, reducing memory vulnerabilities by 95% while maintaining performance.
Read Case Study →Building a Secure Bootloader for STM32 Embedded Systems
Embedded Systems Engineer · Independent
Designed a bootloader enabling secure firmware updates over UART, reducing field update time from 45 minutes to 3 minutes.
Read Case Study →The Approach
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Fried components, bad solder joints, wrong voltage regulators—every mistake documented with photos and lessons learned.
Real Constraints
Actual budgets, power calculations, thermal management. See how $200 prototypes become $15 production units.
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Schematics, PCB files, BOMs, firmware code. Everything published so you can build along or fork the design.
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Software for Hardware Engineers
FastAPI & Backend
Web dashboards for ESP32 fleets, IoT data pipelines, real-time sensor monitoring
Security & Firmware
Secure OTA updates, encrypted communication, pentesting IoT devices
System Architecture
Microservices for hardware APIs, deployment automation, scalable infrastructure
AI & Automation
ML models on embedded devices, computer vision for robotics, intelligent control systems
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Integrating Rust in Embedded Systems
Replaced unsafe C components with Rust, reducing memory vulnerabilities by 95% while maintaining performance.
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A simple structure for case studies that emphasizes decisions, tradeoffs, and lessons over pure bragging.
Building a Secure Bootloader for STM32 Embedded Systems
Designed a bootloader enabling secure firmware updates over UART, reducing field update time from 45 minutes to 3 minutes.
Shipping ML Models with FastAPI
Built an ML serving infrastructure with model versioning, A/B testing, and real-time performance monitoring.
Using FastAPI as the Backbone for Personal Products
How to balance speed, structure, and future flexibility when you use FastAPI for your own projects.
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Practical strategies for making progress despite limited time, budget, or team size.
Latest Writing
Recent Articles
Feb 2, 2026
Using FastAPI as the Backbone for Personal Products
How to balance speed, structure, and future flexibility when you use FastAPI for your own projects.
Read Article →Feb 2, 2026
Writing Case Studies That Actually Teach Something
A simple structure for case studies that emphasizes decisions, tradeoffs, and lessons over pure bragging.
Read Article →Feb 2, 2026
Building and Shipping When Everything Is Constrained
Practical strategies for making progress despite limited time, budget, or team size.
Read Article →Feb 2, 2026
Advanced Async Patterns in Python: Beyond Asyncio
Moving beyond basic asyncio to handle real-world concurrency challenges in production systems.
Read Article →Feb 2, 2026
API Design Patterns That Scale With Your Team
Designing APIs that work for one engineer today and ten teams tomorrow without rewrites.
Read Article →Stay Updated
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