TRM Tech Blog | Engineering & Research from TRM Labs

*TECH>BLOG /

[

Aymen Jaffry,

]

April 1, 2026

3 min

Why We're Launching a Tech Blog

TRM tracks illicit flows across 100+ blockchains in real time, but the engineering behind that is rarely visible. This blog changes that.

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Engineering

December 23, 2025

9 min

Performance Hints for BigQuery

[

Vlad Duta,

Christopher Garnatz,

Andrew Hannigan,

Rahul Raina,

]

Engineering

September 19, 2025

15 min

From Brittle to Brilliant: Why We Replaced OCR with VLMs for Image Extraction

[

Mohan Kumar,

Rahul Raina,

]

Engineering

August 28, 2025

9 min

Scaling Security in the Age of AI: How TRM Labs Built Self-Improving Vulnerability Agents with Reinforcement Learning

[

Carlo Jessurun,

Jayson Franklin,

David May,

]

Engineering

June 30, 2025

4 min

Product Engineering at TRM: Five Principles That Guide Why, What, and How We Build

[

James Wagoner,

]

Engineering

June 25, 2025

6 min

Journey to KEDA: Optimizing Airflow Worker Scaling in Kubernetes

[

Grant Parton,

]

Engineering

May 13, 2025

14 min

Vibe Engineering in the Age of Vibe Coding

[

Nicki Boardman,

Kevin Wei,

Kiran Bondalapati,

]