Technology Notes & Updates

How a Strategy Earns Capital: Pre-Registered Research Behind an AI-Built Trading Platform

Part two of the Argus story. How six years of option history were tested under a pre-registration the code enforces, why nine correct predictions still meant stopping, how a search for an edge closed 136 variants, and the fail-closed data discipline behind it. For quants and engineering leaders guiding AI research.
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AI-Built, Live, and Safe: Fourteen Weeks of an AI Writing a Trading System

A trading-infrastructure veteran directed Claude Code to build, deploy and run a live options trading system under hard safety rails, then shut it down on the evidence. The constitution, the kill switch, the audit chain, the defects the process caught, and ten rules for CTOs letting AI write production code.
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Harnessing AI to Power Modern Work at Termondt Tech

Inside Termondt Tech

How We Use AI at Termondt Tech (and in Syvrona)

At Termondt Tech, artificial intelligence is woven into almost everything we do — from writing and reviewing code to shaping communication, planning campaigns, and running the day-to-day operations of a modern tech startup. We treat AI as a powerful tool, not a replacement for thinking. Careful planning, strong prompts, and thorough human review are at the center of how we work.

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What We’ve Been Working On at Termondt Tech

At Termondt Tech, we’ve been pushing hard behind the scenes to keep Syvrona — our AI platform — fast, modern, and capable of handling the latest advancements in generative AI. Over the last few weeks, we released a series of significant updates that expand model options, improve reliability, and ensure long-term maintainability.

If you're new to Syvrona, you can learn more here: syvrona.com.

Here’s a look at what’s new.

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Syvrona Advanced Prompt Builder: Design and Automate Your AI Workflows

Introducing Syvrona’s Advanced Prompt Builder:
Design, Chain, and Launch Powerful AI Workflows—Effortlessly

What if you could take the best prompts you’ve ever written, organize them, reuse them, and string them together into entire workflows that run with a single click? What if you could do this without copy-pasting, hunting through files, or repeating the same steps every time you wanted to use AI for something serious?

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🚀 Introducing Multi-Model AI Support in Syvrona

Syvrona Now Supports GPT-4o and Claude 4 Opus

We’ve just completed a major upgrade to Syvrona! Our AI platform now supports the latest models from both OpenAI and Anthropic, giving you more flexibility, accuracy, and responsiveness than ever before.

Whether you’re writing, coding, researching, or building intelligent workflows, Syvrona empowers you to choose the right model for the job—every time.

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Tech Transformation for Startups: How to Scale Smarter

Scaling a startup is a challenge every founder dreams of, but it’s not just about growing rapidly—it’s about scaling smartly. Technology plays a key role in this process. The right tech infrastructure and transformation strategy can be the difference between a smooth expansion and operational chaos.

In this post, we’ll explore how startups can leverage technology to scale efficiently and avoid common pitfalls.


1. Automate Early and Often

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The Power of Prompt Engineering: A Lesson in Precision and AI Understanding

In the world of artificial intelligence, the nuances of language and interpretation play a crucial role in generating accurate and meaningful responses. I recently had a fascinating experience that underscored the importance of prompt engineering—an essential skill for interacting effectively with AI systems.

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