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Mid-Season Tweaks and a Tiny CVE: Keeping F1 Telemetry Honest in 2026
F1’s urgent 2026 rule tweaks didn’t just change ERS and Boost – they quietly raised the bar for telemetry integrity and software security. This piece unpacks how a couple of Python requests CVEs intersect with timing, governance, and race strategy, and why teams need validator-style guardrails before trusting any number on the wall.

Tim Harmon
Aug 227 min read


When Data Goes to Court: How the Gasly Appeal Exposes F1’s Governance Gap — and Why Teams Need Independent Telemetry Validation
Pierre Gasly’s reinstated Monaco podium is more than a legal story – it exposes Formula 1’s data‑governance gap. This article unpacks how a 77‑centimetre timing misconfiguration forced the FIA’s International Court of Appeal to step in, and shows how Project Apex could give teams like McLaren independent telemetry validation and evidence‑grade audit trails.

Tim Harmon
Jun 297 min read


Monaco's 77-Centimetre Error: Why Formula 1 Now Needs Independent Telemetry Validation
A 26cm installation error in Monaco’s pit-lane timing loop erased Pierre Gasly’s podium and triggered an FIA controversy. In this case study, I unpack what actually failed in F1’s data pipeline and show how Project Apex — a real‑time, zero‑trust telemetry validator — would have caught the problem before it became a headline.

Tim Harmon
Jun 198 min read


What Norris' DNF Revealed About F1's Telemetry Blind Spot
Project Apex is a Splunk-based motorsport telemetry validation concept built to detect anomalies, data gaps, and physics-envelope inconsistencies in Formula 1-style race data. Monaco lap analysis combines telemetry reasoning, mission-control monitoring, and explainable validation logic to support reliability, compliance, and race-engineering decision-making.

Tim Harmon
Jun 124 min read


Miami Reset: McLaren's Double Podium and F1's Changing Power Rules
Miami was the first true exam of the 2026 era: McLaren’s upgraded MCL40 delivered a Sprint 1–2 and a Grand Prix 2–3, while Mercedes’ Kimi Antonelli took a third straight win. This article analyses car and power‑unit performance, evolving 2026–2031 F1 power rules, and why real‑time, physics‑based validation systems now decide execution at the front.

Tim Harmon
May 58 min read


F1’s 2026 Energy Crisis Is a Cyber-Physical Security Problem — And Nobody Is Talking About It That Way
Two race weekends. Five cyber-physical failures. Zero independent validation. When McLaren’s 2026 Chinese GP double DNS was confirmed terminal at 12:21 am, it wasn’t a mechanical story — it was a data integrity failure. CISSP-certified Lead Enterprise Architect and FIA-certified marshal Timothy D. Harmon analyzes what went wrong, what the FIA is doing about it, and how Project Apex closes the gap.

Tim Harmon
Mar 1718 min read
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