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The Excel Sheet Shall: Why Engineering Teams Keep Coming Back to Spreadsheets

Engineers who write requirements for flight computers, autonomous vehicles, and spacecraft headed to Mars are often managing those requirements with a process that has no requirements of its own. Most teams haven't engineered how they manage their own requirements. Not because they don't see the problem. Because they've tried to fix it, and what they found was worse.

Engineering

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Matt Maclaine

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May 8, 2026

The Excel Sheet Shall: Why Engineering Teams Keep Coming Back to Spreadsheets

AI and the Resurrection of Systems Engineering

Therac-25, 1985. A radiation therapy machine killed six patients. The cause: a shared memory flag that a programmer assumed would be set instantaneously. A timing assumption, undocumented and unchecked. Working exactly as programmed. That was the problem.

Engineering

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Neel Shah

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April 30, 2026

AI and the Resurrection of Systems Engineering

Space Agent. The First AI Agent Built for Systems Engineers.

Trace.Space is launching Space Agent: the first AI agent built from the ground up for systems engineers. It lives inside the platform, works directly with your data model, and handles core engineering tasks 10 to 100 times faster than doing them by hand.

News

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Janis Vavere

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April 2, 2026

Space Agent. The First AI Agent Built for Systems Engineers.

AI vs Traditional Requirements Management Tools: What Hardware Engineering Teams Need to Know

Engineering

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Janis Vavere

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April 1, 2026

AI vs Traditional Requirements Management Tools: What Hardware Engineering Teams Need to Know

Traceability in Compliance Projects: ISO, ASPICE, DO-178C & Regulated Standards

Engineering

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Janis Vavere

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March 2, 2026

Traceability in Compliance Projects: ISO, ASPICE, DO-178C & Regulated Standards

How to Write Good Requirements: From Clarity to Validation

Engineering

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Janis Vavere

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February 19, 2026

How to Write Good Requirements: From Clarity to Validation

What is Requirements Traceability? From Definition to End-to-End Coverage

Engineering

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Janis Vavere

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February 4, 2026

What is Requirements Traceability? From Definition to End-to-End Coverage

What is AI-Powered Requirements Management?

Engineering

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Janis Vavere

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February 3, 2026

What is AI-Powered Requirements Management?

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