Project Log: Pixelblaze Christmas Lights
Festive fun and the hacker spirit combine in my janky attempt to adorn my house with addressable LEDs! In this post, I show you how I used a Pixelblaze and a cheap strip of WS2811 RGB LEDs (and not a little bit of hot glue and paper clips) to make a super cool set of Christmas lights.
Baking in Process Improvements
Jason Sachs uses a backyard cookie-baking session with his niece to illustrate practical process improvements engineers can apply. He documents batch-by-batch tweaks — temperature, dough placement, and a pipelined scooping step — that raised throughput and improved quality, then connects the lesson to pilot projects and small automations like a Python script for JIRA. The piece makes the case for quick experiments and a culture that rewards refinement.
Getting Started With Zephyr: DTS vs DTSI vs Overlays
Devicetrees can be daunting for traditional embedded software engineers that are new to Zephyr. In this blog post, I address these fears and show how navigating Devicetrees can be much easier if you understand that they represent the layered structure of the underlying hardware.
Breaking AES with an Oscilloscope
AES is a powerful encryption algorithm that protects some our most important secrets. But did you know that many devices are inadvertently leaking the value of their private key through their power pins?! Join me in this special preview of my upcoming workshop at the Embedded Systems Summit (14-16 October 2025 in San Jose, CA) as we explore the world of hardware security and discover just how easy it could be to break AES encryption with only an oscilloscope and some math.
Why Containers Are the Cheat Code for Embedded DevOps
Embedded software teams have long accepted toolchain setup as “part of the job,” but it’s a hidden productivity killer. Manual installs waste days, slow onboarding, and derail CI pipelines with “works on my machine” issues. While enterprise software solved this years ago with containerization, many embedded teams are still stuck replicating fragile environments. Containers offer a proven fix: a portable, reproducible build environment that works identically on laptops and CI servers. No brittle scripts, mismatched versions, or wasted time—just code that builds. IAR has gone further by delivering pre-built, performance-tuned Docker images for Arm, RISC-V, and Renesas architectures, ready for GitHub Actions and CI/CD pipelines. For regulated industries, containers simplify audits and compliance by enabling validation once and reuse everywhere. The result: faster onboarding, consistent builds, and stronger safety assurance. Containers aren’t a luxury—they’re the cheat code embedded teams need to modernize DevOps and compete effectively.
The Embedded Systems Summit - Risk Free Early Bird
The inaugural Embedded Systems Summit runs October 14-16, 2025 in Silicon Valley, limited to just 70 seats to keep things intentionally intimate. Day one is a full-day Zephyr Bootcamp, followed by two days of talks and workshops focused on real-world embedded challenges. Early Bird registration comes with a flexible cancellation policy to reduce risk and help you secure discounted hotel space. Lock your seat before the Early Bird window closes.
The Embedded Systems Summit 2025 - Registration are now open!
Registration is open for the inaugural Embedded Systems Summit 2025, happening October 14–16 at the Sonesta Silicon Valley. Stephane Boucher and Jacob Beningo put together a small, in-person event focused on hands-on Zephyr training and compact conference sessions to boost embedded careers. Expect a full-day Zephyr Developer Bootcamp, two days of technical talks on RTOS, tooling, and testing, and only 70 seats with an early-bird discount.
Getting Started With Zephyr: Using GDB To Fix a Driver Bug
In this blog post, I show how to use GDB to debug an issue encountered with a TSL2591 light sensor driver in Zephyr. The fix was submitted and successfully incorporated into The Zephyr Project.
Call for Speakers: Inaugural Embedded Systems Summit
A new, practical in-person event for embedded engineers lands in Silicon Valley this October. Stephane Boucher and Jacob are inviting hands-on, engineer-to-engineer talks for the inaugural Embedded Systems Summit, October 14-16, 2025, with emphasis on RTOS, AI, bare-metal, IoT, edge computing, security, tooling, and firmware architecture. Submit session proposals focused on lessons learned, debugging war stories, and reproducible design patterns by August 8, 2025.
The Inaugural Embedded Systems Summit is Coming to Silicon Valley!
Stephane Boucher and Jacob Beningo are launching the first Embedded Systems Summit, an in-person, engineer-run conference in Silicon Valley from October 14 to 16, 2025. Expect practical, hands-on sessions and familiar speakers from the Embedded Online Conference. Passes are limited, so read on to learn why this event could be a high-impact investment in your embedded engineering career.
Chebyshev Approximation and How It Can Help You Save Money, Win Friends, and Influence People
Are expensive math libraries or huge lookup tables eating CPU and flash on your microcontroller? In this practical guide Jason Sachs shows how Chebyshev polynomial approximation (with range reduction, splitting, and small interpolated tables) can give near-minimax accuracy while using far less code and runtime. The post compares Taylor series, plain and interpolated tables, and explains how to fit empirical sensor data and evaluate coefficients efficiently.
3 Tips for Developing Embedded Systems with AI
Explore how to leverage AI in developing embedded systems with three practical tips, learn why documenting your workflows, supercharging testing and debugging, and adopting AI-assisted code generation can save time, reduce errors, and boost performance in your projects, and discover actionable insights to streamline development in resource-constrained environments, this blog explains how to prepare for AI integration while keeping the expertise of experienced engineers intact, offering real-world examples that show how even incremental AI adoption can revolutionize your development process, whether you’re new to AI or seeking to enhance existing practices, these strategies provide a clear roadmap to build smarter, more efficient embedded systems using AI.
So You Want To Be An Embedded Systems Developer
This is a practical, boots-on-the-ground roadmap of books, videos, and inexpensive dev boards you can actually use to become an embedded systems developer. It contrasts hobbyist platforms like Arduino and Raspberry Pi with professional ARM-based evaluation kits, lists must-read resources for firmware, real-time systems, and testing, and emphasizes hands-on practice and the safety responsibilities of working with real-world devices.
Already 3000+ Attendees Registered for the Upcoming Embedded Online Conference
More than 3,000 engineers have already signed up for the Embedded Online Conference, and free registration closes at the end of February. Stephane Boucher highlights four practical tracks—DSP and machine learning, FPGA, embedded systems programming, and embedded systems security—and notes that every talk will be available to stream on demand from May 20. If you prefer no-travel learning or want flexible access to world-class talks, register now.
You Don't Need an RTOS (Part 1)
In this first article, we'll compare our two contenders, the superloop and the RTOS. We'll define a few terms that help us describe exactly what functions a scheduler does and why an RTOS can help make certain systems work that wouldn't with a superloop. By the end of this article, you'll be able to: - Measure or calculate the deadlines, periods, and worst-case execution times for each task in your system, - Determine, using either a response-time analysis or a utilization test, if that set of tasks is schedulable using either a superloop or an RTOS, and - Assign RTOS task priorities optimally.
Understanding and Preventing Overflow (I Had Too Much to Add Last Night)
Integer overflow is stealthier than you think, and in embedded systems it can break control loops or corrupt data. Jason Sachs walks through the usual culprits, including addition, subtraction, multiplication, shifting and Q15 fixed-point traps, plus C-specific pitfalls such as undefined signed overflow and INT_MIN edge cases. He then lays out practical defenses: prefer fixed-width types, widen and saturate intermediates, enable wraparound where appropriate, and reason about modular congruence for compound arithmetic.
Linear Feedback Shift Registers for the Uninitiated, Part XVI: Reed-Solomon Error Correction
Jason Sachs demystifies Reed-Solomon codes with hands-on examples and pragmatic tips for embedded engineers. The article shows why RS encoding is just polynomial division in GF(2^m), why decoding is mathematically heavier, and how to implement encoders in Python and in C-friendly form using LFSRs and table-driven methods. Read this for working code, generator-polynomial examples, and an embedded-minded view of RS practicalities.
Embedded Systems Roadmaps
What skills should every embedded systems engineer have? What should you study next to improve yourself as an embedded systems engineer? In this article I'll share with you a few lists from well-respected sources that seek to answer these questions, with the hope of helping provide you a path to mastery. Whether you've only just finished your first Arduino project or you've been building embedded systems for decades, I believe there's something in here for everyone to help improve themselves as embedded systems engineers.
Important Programming Concepts (Even on Embedded Systems) Part I: Idempotence
Idempotence is a simple design principle that prevents duplicate effects when operations are retried or repeated. Jason Sachs shows why it matters in embedded systems, from HTTP submit buttons and capacitive touch inputs to garage-door remotes and SPI DAC writes. Read this post to learn three practical idempotent techniques and when redundant writes are a sensible reliability trade-off.
Analyzing the Linker Map file with a little help from the ELF and the DWARF
Running out of Flash or RAM is a familiar pain for firmware engineers, and the linker map only tells part of the story. This post shows how to combine the linker MAP with ELF symbol tables and DWARF debug info to recover static symbols, sizes, and source files that the map omits. It also describes a C# WinForms viewer that automates the parsing with binutils and helps you spot module and symbol-level memory waste.
Adventures in Signal Processing with Python
Jason Sachs shows how PyLab (numpy, scipy, matplotlib) can handle many signal-processing and visualization tasks engineers usually reach for MATLAB to do. He walks through practical examples including PWM ripple, two pole RC filters, and symbolic math with SymPy, and shares real-world installation tips and trade-offs. The post closes with pointers to IPython and pandas to speed interactive analysis and data handling.
How to Estimate Encoder Velocity Without Making Stupid Mistakes: Part I
Encoder velocity estimation is easy to get wrong, and Jason Sachs walks through the traps engineers fall into. He demolishes the common advice to time between encoder edges, shows how encoder quantization and state-width errors break that approach, and argues for fixed-rate sampling with sensible filtering for most control uses. Part II will cover more advanced estimators for higher performance needs.
Ten Little Algorithms, Part 2: The Single-Pole Low-Pass Filter
Jason Sachs shows how a single-pole IIR low-pass filter, implementable in one line y += alpha * (x - y), tames noise in embedded signals without floating point. The post explains how to compute alpha from tau and delta-t, practical tradeoffs like phase lag and oversampling, and fixed-point pitfalls including how many extra state bits you need to avoid quantization. Short, practical, and code-ready.
Thermistor signal conditioning: Dos and Don'ts, Tips and Tricks
Jason Sachs shows how to keep thermistor conditioning simple and accurate for embedded systems. He warns against analog linearization and excessive analog stages, and explains why ratiometric dividers, proper ADC buffering, and using the same reference voltage give better results. The post also covers thermal pitfalls like self-heating and lead conduction, plus practical tips for ADC autocalibration and polynomial temperature conversion.
VHDL tutorial - part 2 - Testbench
In this follow-up Gene Breniman builds a VHDL testbench in Xilinx ISE, showing how to generate a continuous master clock, apply a power-on reset, and sequence register strobes to change clock divisors. He walks through timing waits and observation delays needed to verify ADC clock rates. The article also shows how simulation exposed a copy-paste bug in the original design.
My Love-Hate Relationship with Stack Overflow: Arthur S., Arthur T., and the Soup Nazi
Jason Sachs traces his decade-long relationship with Stack Overflow, celebrating its fast answers, polished UI, and massive searchable archive while calling out a growing culture of harsh moderation. He argues strict, quality-first closures and inflexible automation often alienate newcomers and block helpful short-term answers. The post urges kinder handling of gray-area questions and smarter automation to keep the site useful and welcoming.
Zebras Hate You For No Reason: Why Amdahl's Law is Misleading in a World of Cats (And Maybe in Ours Too)
Amdahl’s Law is a useful warning, but Jason Sachs argues it can be misleading if you stop at the equation. Using the Kittens Game as a playful model, he shows how Gustafson’s perspective, positive feedback loops, and system-level synergy can turn modest component speedups into big real-world wins. The article closes with concrete embedded-systems examples like ISR timing and developer productivity.
So You Want To Be An Embedded Systems Developer
This is a practical, boots-on-the-ground roadmap of books, videos, and inexpensive dev boards you can actually use to become an embedded systems developer. It contrasts hobbyist platforms like Arduino and Raspberry Pi with professional ARM-based evaluation kits, lists must-read resources for firmware, real-time systems, and testing, and emphasizes hands-on practice and the safety responsibilities of working with real-world devices.
Using the Beaglebone PRU to achieve realtime at low cost
Fabien Le Mentec shows how the BeagleBone Black's PRU coprocessors can run hard realtime control loops, removing the need for an FPGA or dedicated microcontroller. He walks through Linux setup, device tree enabling, assembler and loader tools, and a timer example that reads ADCs and drives PWM from PRU code. The post highlights community SDKs and a recent TI Code Composer Studio option for C-based PRU development.
Coroutines in one page of C
Yossi Kreinin shows how to get usable coroutines in plain C by combining setjmp/longjmp with a bit of inline assembly. The post walks through a working iterator example, explains why you must allocate and switch a separate stack, and outlines the start/yield/next API. It also flags portability pitfalls like stack growth direction and frame pointers, and points to makecontext and Tony Finch alternatives.
Back from Embedded World 2023
Embedded World 2023 brought Stephane Boucher back to Nuremberg after three years, and the scale of the show still impressed him, with more than 900 vendors on the floor. He also highlights the value of in-person networking, from catching up with Embedded Online Conference speakers to swapping travel stories over dinner. The trip wrapped with a side visit to Heidelberg, then a quick look ahead to the next Embedded Online Conference.
What to See at Embedded World 2023
Stephane Boucher is heading back to Embedded World 2023 in Nuremberg and is excited to feel the show’s post-pandemic buzz, with more than 900 vendors on the floor. He’s compiled a short list of vendors worth visiting and invites attendees to a casual meet-up on Tuesday evening at Hausbrauerei Altstadthof at 18:30. Join him to reconnect, network, and catch the latest industry trends.
Favorite Software AND Hardware Tools for Embedded Systems Development
Tool choice can make or break an embedded project, and Stephane Boucher gathered developers' favorite hardware and software picks from the Embedded Online Conference into one handy roundup. The post points to a companion video and lists concrete tools from oscilloscopes and logic analyzers to J-Link probes, Python, unit-test frameworks, and soldering irons. It is a quick, practical peek at what experienced embedded engineers actually use.
A New Related Site!
The post announces the launch of MLRelated, a new Related site dedicated to machine learning and deep learning. It positions MLRelated as complementary to existing Related sites by highlighting cross-cutting interests: TinyML for embedded developers, machine/deep learning applications in signal processing, and FPGA-based AI/ML implementations. The new site debuts with a modest amount of content and is expected to expand rapidly through contributions from the Related community in the form of blogs, forum threads, and webinars. The author invites readers to report navigation errors, share feedback, and propose ideas to help steer MLRelated into a practical, community-driven resource for researchers and practitioners in ML and adjacent domains.
New Promo Video for the 2022 Embedded Online Conference
Less than a week remains before the 2022 Embedded Online Conference, and Stephane Boucher shares a new promo video that previews an all-star lineup of embedded engineers, shown in order of appearance: Helen Leigh, Peter McLaughlin, Jack Ganssle, Colin O'Flynn, Miro Samek, Jean Labrosse and others. If you haven't registered yet, watch the video and save $100 on registration with promo code EMBEDDEDRELATED.
2022 Embedded Online Conference - Final Push!
The Embedded Online Conference is just weeks away, and Stephane Boucher is making one last push to get the word out. Engineers who share the conference promo image on LinkedIn or Twitter can enter a raffle to win one of two Saleae Logic Pro 8 analyzers, with a simple hashtag-based entry process.
The 2021 DSP/ML Online Conference
The 2021 DSP/ML Online Conference is packed with talks and workshops for engineers working at the intersection of signal processing and machine learning. Stephane Boucher highlights sessions ranging from TinyML and SDR to FIR filter design, convolution, clustering, and DSP libraries for IoT. Registration also includes instant access to all talks from last year, plus a discount option if cost is a barrier.
Embedded Online Conference 2021 - Watch the Speakers Share their Thoughts on the Value for Attendees
Stephane Boucher gathered short interviews with several speakers from the upcoming Embedded Online Conference, asking them why conferences matter and what makes this event worth attending. Their answers are edited into a single video that highlights practical reasons to tune in. If you haven't registered yet, use promo code ER149 to save more than 40% on your registration fee.
8 Weeks - 8 Giveaways!
Eight weeks, eight hardware and training prizes aimed at embedded engineers, from oscilloscopes to Tracealyzer licenses. Register for the 2021 Embedded Online Conference before each week's raffle date and you'll be automatically entered to win items like a Rigol scope, Saleae Logic Pro 8, Joulescope, RTOS workshops, and more. Use promo code ER90 to save $100 on registration through April. Practical prizes to boost your bench and skills.
Announcing the 2021 Embedded Online Conference!
Big names, hands-on workshops, and a generous promo code make the 2021 Embedded Online Conference worth registering for. Stephane Boucher and Jacob Beningo announced Jack Ganssle will deliver the keynote on the 50th anniversary of the microprocessor, with TDD and RTOS workshops taught by James Grenning and Jacob Beningo. Register this week to get access to 2020 on-demand talks and use promo code ER90 to save more than 50% on registration.
