How to Deploy Local LLMs for Embedded Software Development: Terminology and Motivation
In this blog post series, I walk you through creating a fully local, offline AI pipeline. In this first post, I outline the motivation and relevant terminology that are important before we dive into hardware selection and implementation of the pipeline.
2026 Embedded Online Conference: Your Guide to This Year's Schedule
Welcome to the 2026 Embedded Online Conference! As in previous years, the event blends pre-recorded on-demand talks with live Zoom sessions including keynotes, workshops, and track panel discussions. We've curated the schedule to deliver high-value technical content across the embedded systems landscape.
Before we dive into the day-by-day schedule, here's a quick overview of how the conference works:
On-demand and live, deliberately blendedMost talks are pre-recorded and drop...
Your architecture was decided before you opened the schematic
Engineering teams often treat requirements as a simple feature checklist, but they actually hold the blueprint for your software architecture. By analyzing constraints collectively rather than in isolation, you can define critical architectural patterns—such as task scheduling and abstraction levels—long before the first schematic is drawn. This proactive approach eliminates wasted complexity, reduces development time, and allows software needs to inform hardware choices early in the cycle. Discover how to shift your design mindset to build lean, purposeful systems that align perfectly with business objectives from day one.
My Lowest-Friction Embedded Project Was Also the One That Shouldn't Have Worked
Ralph Hempel recounts the LEGO Powered Up rework that, against every external constraint, turned into the lowest-friction embedded development environment of his career. The talk connects the specific tools and habits that made it work to five soft qualities that any struggling team can start building with small experiments, not big-bang process changes.
GNU Linker Scripts. Part 1. .data, .bss, and the Startup Contract
Before your first line of C code executes, your system must establish a vital memory contract. Discover how the GNU Linker manages the transition from power-on to a ready-to-run state by deconstructing the roles of .data and .bss sections. Learn how to map Virtual and Load Memory Addresses effectively and decode the startup routines that initialize your global variables. By mastering these fundamental linker script mechanics, you gain total control over your embedded application's memory layout and ensure your startup code performs reliably every time.
Beyond the Packet: Designing Reliable Serial Communication for Embedded Systems
Serial communication between microcontrollers sounds simple until the protocol quietly breaks your system. Prabo Semasinghe walks through the design steps for building a robust communication framework: packet structure, error detection, acknowledgment handling, state machine design, and the failure-mode testing that actually proves it works.
The Data Problem Slowing Down Semiconductor Adoption
Silicon is shipping faster than ever. Devices are not. The 18 to 36 month gap between a chip becoming available and a product reaching the market is now almost entirely software integration, written by hand, rewritten for every operating system and every safety target. The fix isn't more engineers or better tools. It's better data, and a shared way to describe how chips actually behave.
I Stopped Testing Embedded Systems by Hand. Here's What Replaced It.
Everardo Garcia walks through the shift from manual, terminal-based system-level testing to automated tests that run during development. He shows how OpenHTF (a framework originally built at Google for manufacturing lines) plus a laptop, a USB cable, and ~150 lines of Python closes the functional testing gap most embedded teams carry, and how spec-driven prompting with GitHub Copilot makes writing plugs and phases fast enough to keep up.
Embedded Development Is Broken. Here's the Strategy I'm Betting My Company On.
Here's a 79-word summary: Embedded software complexity is growing about 4x per decade while developer productivity grows 1.5x, and regulations like the EU CRA are widening the gap further. After running a firmware services company through this shift, I've come to see three things separating the teams that are pulling ahead: using AI where the work is actually hard, designing security in from day one, and reading the standards that govern their market (62304, 26262, CRA) before writing code, not after.
Finite State Machines (FSM) in Embedded Systems (Part 5) - From One FSM to Many
Traditionally, complex systems are implemented using multi-threading and mutexes. Trying to scale up this approach usually results in a nightmare of data races and hidden bugs. A single Finite State Machine may bring order to chaos in applications, but cannot be scaled beyond a limit. In this installment, we explore the Actor Model: a shift from shared state to communicating state machines. Discover how treating FSMs as independent, message-passing entities can eliminate concurrency issues, simplify testing, and improve your embedded architecture.
Lost Secrets of the H-Bridge, Part V: Gate Drives for Dummies
Learn the most important issues in power MOSFET and IGBT gate drives: - Transistor behavior during switching - Calculating turn-on and turn-off times - Passive components used between gate drive IC and transistor - Reverse recovery - Capacitively-coupled spurious turn-on - Factors that influence a good choice of turn-on and turn-off times - Gate drive supply voltage management - Bootstrap gate drives - Design issues impacting reliability
Supply Chain Games: What Have We Learned From the Great Semiconductor Shortage of 2021? (Part 2)
Jason Sachs zooms through semiconductor history, fab economics, and the microcomputer era to explain why the 2021 chip shortage unfolded the way it did. He blends technical explainers on photolithography, yields, and node migration with business lessons about risky multi-year fab investments and cyclic demand. Engineers get historical case studies and practical signals to watch when designing products for greater supply resilience.
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.
Creating a Hardware Abstraction Layer (HAL) in C
In my last post, C to C++: Using Abstract Interfaces to Create Hardware Abstraction Layers (HAL), I discussed how vital hardware abstraction layers are and how to use a C++ abstract interface to create them. You may be thinking, that’s great for C++, but I work in C! How do I create a HAL that can easily swap in and out different drivers? In today’s post, I will walk through exactly how to do that while using the I2C bus as an example.
Finite State Machines (FSM) in Embedded Systems (Part 1) - There's a State in This Machine!
An introduction to state machines and their implementation. Working from an intuitive definition of the state machine concept, we will start with a straightforward implementation then we evolve it into a more robust and engineered solution.
Development of the MOS Technology 6502: A Historical Perspective
A tiny team at MOS Technology pulled off one of the most influential microprocessor wins of the 1970s, creating the 6502 by marrying clever circuit choices with pragmatic manufacturing techniques. This excerpt by Jason Sachs focuses on the NMOS depletion-load process, mask and layout workflows, and yield-improving tricks like Micralign projection lithography and spot-knocking, showing how engineering and process decisions made a low-cost CPU ubiquitous.
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.
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.
Supply Chain Games: What Have We Learned From the Great Semiconductor Shortage of 2021? (Part 3)
Jason Sachs pulls back the curtain on Moore's Law and the foundry business to explain why the semiconductor shortage exposed brittle economics. He traces how roadmaps, depreciation schedules, and node mix force foundries to juggle expensive new fabs and mature capacity, and shows why leading-edge nodes punch above their volume share in revenue. Engineers get practical insight into how capacity and timing decisions ripple through the supply chain.
++i and i++ : what’s the difference?
Although the ++ and -- operators are well known, there are facets of their operation and implementation that are less familiar to many developers.
Introduction to Microcontrollers - Beginnings
Mike Silva's beginner tutorial series walks through core microcontroller concepts and practical steps to get started, from wiring an LED blinky to understanding startup code. He compares embedded and desktop programming, explains why C and assembly matter, and introduces AVR and STM32 Cortex-M3 toolchains and hardware. Expect clear examples, no-nonsense tool advice, and the essential hardware knowledge to move from simulator to a real board.
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.
VHDL tutorial - A practical example - part 3 - VHDL testbench
Gene Breniman walks a complete VHDL testbench workflow for a CPLD-based data acquisition engine, from Xilinx ISE testbench generation to stimulus processes. He shows clock and SPI gating, a simulated ADC data generator tied to ADC_LRCK and ADC_BCK, and how simulation revealed a timing bug in the nvSRAM header that was then fixed in the VHDL. Practical and hands-on for verification work.
MSP430 Launchpad Tutorial - Part 2 - Interrupts and timers
Interrupts let the MSP430 respond to events without wasting CPU time, and this tutorial walks through using TimerA and Port 1 interrupts on the LaunchPad. Enrico shows how to configure TACTL, CCR0 and CCTL0 to generate a periodic TimerA interrupt, and how to set up P1IE, P1IES and P1IFG to catch a button press. The code toggles LEDs and enters LPM0 while waiting for interrupts.
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.
How FPGAs work, and why you'll buy one
Yossi Kreinin argues that FPGAs are no longer just programmable gate arrays, they are becoming a mainstream programmable acceleration and I/O platform. The article explains how modern FPGAs pair a sea of LUTs and switch boxes with DSP slices, RAMs, and hard CPUs to deliver massive parallelism, deterministic timing, and surprising energy efficiency, and it includes a readable Verilog convolution example to show how this works in practice.
MSP430 LaunchPad Tutorial - Part 4 - UART Transmission
Want to stream sensor or debug data from an MSP430 LaunchPad to a PC or Bluetooth module? Enrico swaps in an MSP430G2553 and shows how to configure SMCLK, P1 pin multiplexing, and UCA0 baud/dividers (with modulation) to approximate 115200 baud. The post also walks through interrupt-driven RX/TX handling and a low-power wait loop that sends a "Hello World" reply on demand.
How to Read a Power MOSFET Datasheet
Jason Sachs takes a soapbox to stop a recurring mistake: misreading power MOSFET datasheets. This practical guide separates marketing blurbs and typical graphs from the specifications you can actually rely on, and explains how to use RDS(on), VGS, gate charge, SOA and thermal data in real designs. Read this before you pick a MOSFET or size a gate driver.
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.
MSP430 Launchpad Tutorial - Part 1 - Basics
A working button-driven LED on the MSP430 LaunchPad is only a few steps away. Enrico Garante walks through creating a CCS project, setting P1.0 as the LED output and enabling P1.3 button interrupts, then shows the interrupt service routine that toggles the LED. The short tutorial covers stopping the watchdog, configuring P1DIR/P1OUT, clearing flags, and launching the code so you can get blinking quickly.
2026 Embedded Online Conference: Your Guide to This Year's Schedule
Welcome to the 2026 Embedded Online Conference! As in previous years, the event blends pre-recorded on-demand talks with live Zoom sessions including keynotes, workshops, and track panel discussions. We've curated the schedule to deliver high-value technical content across the embedded systems landscape.
Before we dive into the day-by-day schedule, here's a quick overview of how the conference works:
On-demand and live, deliberately blendedMost talks are pre-recorded and drop...
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.
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.
2025 Embedded Online Conference: Your Guide to This Year's Schedule
Stephane Boucher lays out a clear day-by-day guide to the 2025 Embedded Online Conference, highlighting keynotes, live workshops, and new features. The post explains the new track-based group Q&A format moderated by Jacob Beningo, early release of sponsored talks on May 9, and an attendee-only Discord for networking and follow-ups. Use this guide to plan which sessions and panels to prioritize.
2024 Embedded Online Conference's Schedule
Packed with live workshops, keynotes, and dozens of on-demand talks, the 2024 Embedded Online Conference hands you a full week of embedded-systems learning. Most theatre talks and microtalks drop early on April 26 to let you binge ahead, while major workshops and keynotes run live on Zoom with multiple 20-minute Q&A sessions. Use the schedule to add sessions to your agenda and expect occasional last-minute changes.
EOC 2024 - I Will Attend Giveaways!
Win serious test gear by helping spread the word about the Embedded Online Conference, invites Stephane. Share the provided image on LinkedIn with #EOC2024 and #embeddedsystems by April 29 to enter raffles for gear like a LulzBot Mini 2, Saleae Logic Pro 8, Joulescope JS220, and a DSC-5300 oscilloscope. It only takes a few minutes to qualify.
Call for Bloggers!
Are you passionate about embedded systems? Do you have valuable insights, tips, or stories to share with the embedded community? Do you want to reach a large and engaged audience of embedded enthusiasts and professionals? We are currently looking at adding a few more inspired writers to our team of bloggers.
Get Involved: Contribute Quiz Questions for the Embedded Systems Community for a Chance to Win a LAP-C Pro!
Submit a Quiz Question for a chance to win a Zeroplus Lac-C Pro!
