The Koddex Journal

The Hardware Engineering Brief

51 articles on the craft, tools, and future of building complex physical systems.

Koddex on stage at The Square, EuraTechnologies

Software & Tools/Jul 6, 2026

Hardware Engineer Still Running on Excel, Google Drive and Notion? Here Is Why It Does Not Scale

These tools are excellent. The problem is not what they do, it is what happens between them. The truth of a complex physical system lives in the relations between your data, and that is exactly where an Excel, Drive and Notion stack leaks it. Here is the structural reason it breaks as your team, your product and your regulatory obligations grow.

Thomas Aubert·8 min

Events/Jul 3, 2026

Koddex Is Joining The Square: EuraTechnologies Selects Us for Its First Accelerator Cohort

83 applications, 21 finalists, 11 laureates instead of 10, and Koddex is one of them. EuraTechnologies has selected us for the very first cohort of The Square, its new accelerator sponsored by Franck de Saintignon, CHRO of Kiabi. Here is what the program unlocks: a seminar at Stanford and a shadow comex to accelerate our go-to-market and our international reach.

Thomas Aubert·5 min

Industry Trends/Jul 1, 2026

Discipline Is Not a Constraint. It Is the Infrastructure of Performance.

From Taylor in 1911 to the Model Context Protocol in 2024, the highest-performing industrial organizations of the last 120 years share one trait: not the best engineers or the largest budgets, but a disciplined relationship to their data. An empirical case for treating engineering data as a first-class asset.

Thomas Aubert·13 min

Software & Tools/Jul 1, 2026

AI Agents in Complex Engineering Systems: Why Data Structure Decides Everything

LLMs can save engineering teams thousands of hours or quietly corrupt a regulated product's technical baseline. The deciding factor is not the model, it is the structure of the data it operates on. A technical look at where AI helps, why agents fail in complex systems, and how an Engineering Operating System makes agentic AI audit-safe.

Thomas Aubert·11 min

Events/Jun 26, 2026

Engineering OS: Why Regulated Hardware Needs Its Own Operating System

A recap of Koddex founder Stéphane Dicostanzo's pitch-award talk at the Tech for Industry Show: why software was the easy part, where industry's complexity actually comes from, and what an Engineering Operating System does about it, for the teams first, and for AI second.

Thomas Aubert·6 min

Events/Jun 25, 2026

Our Tech for Industry Keynote Is Online: The Engineering Operating System, Discipline as a Driver of Performance

At the Tech for Industry Show 4.0, Stéphane Dicostanzo and Valentin Houssin gave a 40-minute keynote on why discipline is the infrastructure of performance. The full video and the presentation deck are now free. Here is what is inside and how to get it.

Thomas Aubert·4 min

Events/Jun 22, 2026

Koddex at the Tech for Industry Show 4.0: Meet Us at Booth V13

Industry 4.0 has a meeting point this summer. On 23–24 June 2026 at Paris Expo Porte de Versailles, Koddex is on booth V13, and on 24 June at 13:20 our founder takes the stage on turning engineering infrastructure into operational excellence and a durable industrial advantage.

Thomas Aubert·5 min

Industry Trends/May 28, 2026

Mistral AI's Industrial Pivot, and Why "AI Engineering" Needs an Engineering Operating System

At its May 28, 2026 AI Now Summit, Mistral AI announced partnerships with Airbus and BMW, a "Mistral for Industrial Engineering" suite, and the acquisition of Emmi AI. The message is unambiguous: generative AI is moving past chat and onto the critical path of European industry. Here is what that shift unlocks, where it hits a wall, and why an Engineering Operating System is the layer that makes it work.

Thomas Aubert·8 min

Industry Trends/May 28, 2026

Carbon Accounting in High-Tech Manufacturing: Why the Data Problem Comes First

Robotics, medtech, nuclear, aerospace: every high-tech manufacturer now faces carbon reporting obligations. The hard part isn't the regulation; it's the data. Here's why a structured engineering backbone changes everything.

The Hardware Engineering Brief

Hardware Engineer Still Running on Excel, Google Drive and Notion? Here Is Why It Does Not Scale

Koddex Is Joining The Square: EuraTechnologies Selects Us for Its First Accelerator Cohort

Discipline Is Not a Constraint. It Is the Infrastructure of Performance.

AI Agents in Complex Engineering Systems: Why Data Structure Decides Everything

Engineering OS: Why Regulated Hardware Needs Its Own Operating System

Our Tech for Industry Keynote Is Online: The Engineering Operating System, Discipline as a Driver of Performance

Koddex at the Tech for Industry Show 4.0: Meet Us at Booth V13

Mistral AI's Industrial Pivot, and Why "AI Engineering" Needs an Engineering Operating System

Carbon Accounting in High-Tech Manufacturing: Why the Data Problem Comes First

Engineering Traceability Software: the New Spine of Certification

Agile PLM for Hardware: How Modern Teams Stop Picking Between Speed and Rigor

Why Every Hardware Team Needs an Engineering Backbone (and What That Actually Means)

There Is Finally Software Built for Engineers (Not Adapted from Project Management)

Leaving heavy-weight PLM systems: the Modern PLM Alternative Playbook

When Requirements Management Stops Being Enough: from requirements management to an Engineering OS

ISO 8373: Your Robot's Classification Determines Its Regulatory Fate

Scaling the Physical World: Why Hardware Engineering is the New Frontier for 2026

The High Cost of Internal Indecision: Why Hardware Teams Fail to Scale in 2026

Hardware Handoff: Why Your Integrators and Distributors Need Graph Access, Not PDFs

Cyber Resilience Act 2027: The Hardware Compliance Wall Most Teams Are Underestimating

Robotics Certifications 2026: ISO 10218 Update, EN ISO 13482, and the New Collaborative Stack

MedTech 2026: How FDA QMSR Convergence and EU MDR Audits Are Reshaping Hardware Traceability

Koddex Beyond R&D: Why Hardware Fleet Management Belongs in the Engineering Graph

Why Hardware CSM Teams Need Ticketing Tied to the Engineering Graph

The Certification Stack That Now Defines Hardware in 2026

The 14 Hours: How Hardware Engineers Lose Half Their Week to Tracing Their Own Work

Digital Twins for SMR: The Hidden Engineering Backbone of the Next Reactor Wave

MBSE in France: Where Adoption Is Real and Where It Is Still Theatre

Hardware Engineering vs. the Tooling Wall: The Problem and a Structural Solution

DO-178C and DO-254: Why Aerospace Certification Is Becoming Unworkable Without a Connected Baseline

MCP & AI Agents in Hardware Engineering: Automating Without Breaking Your Processes

The Rise of Deterministic Engineering: Why 2026 Is the Tipping Point

European Machinery Regulation 2027: What Hardware Teams Must Prepare Now

The 12 Must-Attend Hardware Engineering Events in France: 2026 Calendar

The Hardware-Firmware Co-Design Revolution: Breaking Down the Last Silo

French Defense Hardware Modernization: The €413B Opportunity for Engineers

Surgical Robotics in 2026: The Hardware Challenges No One Talks About

Implementing the Digital Thread in Aerospace: Lessons from the Field

Humanoid Robotics: The Final Frontier of Hardware Engineering

ISO 26262 Hardware Metrics Demystified: A Practical Guide for Design Engineers

PCB Design in 2026: HDI, Embedded Components, and the Death of Simple Boards

The V-Model Is Not Dead. It Has Evolved. Here's What It Looks Like in 2026

The BOM Complexity Crisis: Why Your Bill of Materials Is a Ticking Time Bomb

Wind Energy's Hardware Engineering Boom: Opportunities in Next-Gen Turbine Systems

Configuration Management for Hardware Teams: Beyond the Paper Trail

Autonomous Vehicle Hardware Safety Architecture: Lessons from SOTIF and ISO 21448

The Hardware Engineer's Career in 2026: New Roles, New Skills, New Paths

Edge Computing Hardware for Industrial IoT: Designing for the Factory Floor

The Systems Engineering Renaissance: Why Hardware Teams Are Rediscovering SE Fundamentals

NewSpace Manufacturing: How Satellite Constellations Are Rewriting Hardware Production Rules

Digital Twins for Hardware: Separating Hype from Engineering Reality