DeRon Rashad | SIGTREX

Founder @ SIGTREX

Building SIGTREX API → trust layer for AI execution

Know what to build next — and how to build it.

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[DeRon Rashad | SIGTREX @DeRonRashad]

I kept running into the same problem with AI:

You ask for one thing.

It changes 5 unrelated things.

Breaks working code.

Creates scope creep.

Wastes tokens.

So I built something to stop it.

SIGTREX API

An AI execution control layer that checks prompts for drift, blocks risky requests, narrows scope, generates safer prompts, and verifies output before execution.

Built for people using ChatGPT, Claude, Cursor, Windsurf, Copilot, agents, or AI coding tools.

What it does:

• Detects drift
• Blocks risky execution
• Prevents multi-step scope creep
• Generates safer prompts
• Creates execution contracts
• Verifies AI output before applying changes
• Replay trace for every execution

You shouldn’t have to hope AI follows instructions.

Demo below ↓
https://t.co/ENe1EL5CF9

[DeRon Rashad | SIGTREX @DeRonRashad]

@RealProductGirl 🌟✨Very true✨🌟✅

[DeRon Rashad | SIGTREX @DeRonRashad]

Spent the last week making SIGTREX and the API better. Not the flashy kind of work that gets screenshots every day—just a lot of time tightening systems, fixing weak spots, improving trust, cleaning up opportunity quality, strengthening the ranking engine, improving search, refining dashboards, and making sure the API does what it’s supposed to do when people actually depend on it.

One thing I’ve learned building this is that intelligence products live or die on the quality of the underlying data and decisions. It’s easy to generate noise. It’s much harder to consistently surface opportunities that are believable, actionable, and worth someone’s time. That’s where most of our effort has been.

SIGTREX is still moving toward the same vision: helping founders discover opportunities hiding in massive amounts of signals and turning them into something they can actually execute on. The API is getting stronger alongside it.

A lot of work done. A lot more to do. Back to building. 🚀

#buildinpublic #startups #founders #AI #SaaS #indiehackers #entrepreneurship #sigtrex #api #techstartup

[DeRon Rashad | SIGTREX @DeRonRashad]

@vitaliidodonov MRR

[DeRon Rashad | SIGTREX @DeRonRashad]

@_ifeomaaaaaaa Thank you 🙏

[DeRon Rashad | SIGTREX @DeRonRashad]

Appreciate you. SIGTREX API connects between your prompt and the AI tool/agent. It checks the request before execution, tightens the scope, creates a safer execution contract, then reviews the output after to catch drift, extra changes, loops, or anything outside the original task

[DeRon Rashad | SIGTREX @DeRonRashad]

@_ifeomaaaaaaa It is yes!

[DeRon Rashad | SIGTREX @DeRonRashad]

@_ifeomaaaaaaa It is yes!

[DeRon Rashad | SIGTREX @DeRonRashad]

@sohamnaikdev @ClimStefan thank you!! please do!! i really appreciate that🙏

[DeRon Rashad | SIGTREX @DeRonRashad]

@JamesAuble Good call!!

[DeRon Rashad | SIGTREX @DeRonRashad]

@AlphaSpectrumGG LOOKS AWSOME!!!‼️

[DeRon Rashad | SIGTREX @DeRonRashad]

@trikcode Building SIGTREX API for people actually using AI to ship products. Helps catch drift, stop random scope creep, and keep outputs tighter before things break. Would love feedback from builders 🙏

https://t.co/cXwfwXPqeJ

[DeRon Rashad | SIGTREX @DeRonRashad]

@anupamrjp Been building SIGTREX API. If you’ve ever said “that’s not what I asked for” to AI while coding… yeah 😂 Trying to solve that problem with better control, guardrails, and safer execution
https://t.co/cXwfwXPqeJ

[DeRon Rashad | SIGTREX @DeRonRashad]

@thenowhereway Working on SIGTREX API — built it because using AI to code started feeling like babysitting 😭 One request turns into random changes, broken stuff, and hours wasted. Trying to make AI execution way more reliable.

https://t.co/cXwfwXPqeJ

[DeRon Rashad | SIGTREX @DeRonRashad]

Been building SIGTREX API ! It's basically a control layer for AI execution because I got tired of AI randomly going off scope, changing stuff I didn’t ask for, wasting time, or turning one task into 10 problems 😭 The goal is simple: make AI outputs more reliable before they break something that was already working. Would love real feedback from builders using AI every day:

https://t.co/yZooJXUxPe

[DeRon Rashad | SIGTREX @DeRonRashad]

Still building SIGTREX API while our puppy Tune is knocked out beside me 😂🐶

Real builder life: ship, test, fix, post, repeat — with a sleeping cofounder keeping the couch warm. We’re turning messy AI execution into something safer, stricter, and actually usable 🚀

[DeRon Rashad | SIGTREX @DeRonRashad]

@wtAngat SURE THING!!

[DeRon Rashad | SIGTREX @DeRonRashad]

@wtAngat Hey!!! Thank you 🙏 I really do appreciate it‼️

[DeRon Rashad | SIGTREX @DeRonRashad]

@ToochukwuS34286 I AM HONESTLY REALLY TRYING!🙏

[DeRon Rashad | SIGTREX @DeRonRashad]

@ToochukwuS34286 THANK YOU!! I APPRECIATE THAT!