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📰 Dev.to · Marco

35 articles · Updated every 3 hours · View all reads

All Articles 72,052Blog Posts 101,122Tech Tutorials 17,514Research Papers 15,348News 12,911 ⚡ AI Lessons
Bare-metal audio ML classifier on microcontrollers: case study
Dev.to · Marco 3w ago
Bare-metal audio ML classifier on microcontrollers: case study
A TinyML audio-classification workflow that trains in Python, exports to C and runs directly inside bare-metal firmware.
Custom ESP32 embedded solution for IoT devices: case study
Dev.to · Marco ⚡ AI Lesson 3w ago
Custom ESP32 embedded solution for IoT devices: case study
A custom ESP32 embedded solution with modular firmware, security features and Wi-Fi/BLE connectivity for connected products.
U.S. Cyber Trust Mark: what IoT firmware teams should prepare
Dev.to · Marco 3w ago
U.S. Cyber Trust Mark: what IoT firmware teams should prepare
What the U.S. Cyber Trust Mark means for IoT and embedded product teams: firmware updates, secure boot, vulnerability handling and documentation.
QUIC in embedded systems: when it makes sense over TCP and UDP
Dev.to · Marco 3w ago
QUIC in embedded systems: when it makes sense over TCP and UDP
A practical view of QUIC for embedded Linux, gateways and IoT devices: latency, TLS integration, multiplexing, complexity and real use cases.
Embedded Linux boot optimization: from seconds to milliseconds
Dev.to · Marco 3w ago
Embedded Linux boot optimization: from seconds to milliseconds
How to reduce embedded Linux boot time by measuring and optimizing bootloader, kernel, drivers, filesystem and init system.
Embedded bootloaders: MCU, Linux and FPGA approaches compared
Dev.to · Marco 3w ago
Embedded bootloaders: MCU, Linux and FPGA approaches compared
What bootloaders really do in embedded products and how architecture changes across MCUs, embedded Linux and FPGA-based systems.
Microcontrollers vs cloud: why AI is moving to the edge
Dev.to · Marco 3w ago
Microcontrollers vs cloud: why AI is moving to the edge
Why newer MCUs, rising cloud costs and real-time requirements are pushing more IoT intelligence onto the device.
Hardware security for embedded devices: TPM and TrustZone
Dev.to · Marco 3w ago
Hardware security for embedded devices: TPM and TrustZone
How hardware roots of trust help embedded products protect keys, boot chains, firmware integrity and sensitive operations.
Edge computing on MCUs: real value for industrial IoT
Dev.to · Marco 3w ago
Edge computing on MCUs: real value for industrial IoT
When microcontrollers should process data locally: latency, bandwidth, privacy, reliability, power and industrial maintenance use cases.
Electron vs .NET MAUI vs GTK for desktop engineering tools
Dev.to · Marco 3w ago
Electron vs .NET MAUI vs GTK for desktop engineering tools
How to choose between Electron, .NET MAUI and GTK when building desktop tools for embedded, industrial and technical workflows.
TinyML on microcontrollers: from prototype to production
Dev.to · Marco 3w ago
TinyML on microcontrollers: from prototype to production
What changes when a TinyML demo becomes a product: data quality, quantization, memory, latency, OTA, monitoring and lifecycle.
NPUs in embedded SoCs: edge AI without sending everything to the cloud
Dev.to · Marco 3w ago
NPUs in embedded SoCs: edge AI without sending everything to the cloud
How neural processing units inside embedded SoCs change edge AI design, latency, privacy, power consumption and product architecture.
Qt and QML for embedded HMIs: benefits, limits and trade-offs
Dev.to · Marco 3w ago
Qt and QML for embedded HMIs: benefits, limits and trade-offs
When Qt/QML makes sense for embedded interfaces, what it costs in resources and how to design maintainable HMI architectures.
Low-cost FPGAs: rapid prototyping with open-source tools
Dev.to · Marco 3w ago
Low-cost FPGAs: rapid prototyping with open-source tools
Where low-cost FPGAs fit in embedded prototyping, digital logic validation, custom IO, soft cores and open-source development flows.
RISC-V vs ARM in embedded systems: what really matters
Dev.to · Marco 3w ago
RISC-V vs ARM in embedded systems: what really matters
A balanced look at RISC-V and ARM for embedded products: ecosystem maturity, licensing, customization, tools, AI acceleration and adoption risk.
Secure embedded Linux: CRA, secure boot and OTA updates
Dev.to · Marco 3w ago
Secure embedded Linux: CRA, secure boot and OTA updates
How embedded Linux teams can approach security-by-design with secure boot, signed updates, SBOMs, vulnerability management and EU regulatory pressure.
GPS and GNSS in embedded systems: modules, NMEA and accuracy
Dev.to · Marco 3w ago
GPS and GNSS in embedded systems: modules, NMEA and accuracy
A practical guide to GPS/GNSS integration in embedded products: modules, antennas, NMEA 0183, RTK, SBAS, timing and real-world limitations.
ESP32 local IoT with Wi-Fi, REST APIs and a web UI
Dev.to · Marco 3w ago
ESP32 local IoT with Wi-Fi, REST APIs and a web UI
How to structure a local ESP32 IoT device with AP/STA networking, HTTP endpoints, a responsive web UI and predictable firmware behavior.
The Listicle SEO Strategy Just Collapsed. Here's What's Replacing It.
Dev.to · Marco 3mo ago
The Listicle SEO Strategy Just Collapsed. Here's What's Replacing It.
SaaS companies lost 30-50% organic visibility in weeks. The cause: hundreds of self-promotional 'Best Of' listicles. Google finally cracked down. Here's what ac
Why AI SEO Content Sounds Like AI (And How to Fix It)
Dev.to · Marco 3mo ago
Why AI SEO Content Sounds Like AI (And How to Fix It)
Every AI writing tool produces the same voice. Same sentence structure. Same filler phrases. Here's why — and a system that actually makes AI write like you.