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sourcetoad.bsky.social
Sourcetoad
@sourcetoad.bsky.social
Sourcetoad builds secure, scalable digital solutions for healthcare tech, franchises, education, and PE-owned ops. We deliver HIPAA-compliant platforms, middleware, custom apps, and modernized systems that streamline operations and drive fast growth.
The Tampa Bay Business Journal just dropped their 2025 software company rankings, and we had to crunch the numbers.

Turns out, if you focus just on custom dev firms (not product companies), Sourcetoad comes out on top!
Tampa-grown, engineering-led, and proud of it.

sourcetoad.com/uu1y
Tampa’s Biggest and Best Custom Software Company? Let’s Look at the Numbers! - Sourcetoad
Is Sourcetoad Tampa’s largest custom software development company? We think so. Here’s how the numbers (and a little squinting) add up.
sourcetoad.com
November 20, 2025 at 3:30 PM
Connor Tumbleson, our Director of Engineering, just won Emerging Tech Leader of the Year at the Tampa Bay Tech awards!

This award is so well deserved, and we couldn’t be more proud.
Huge congratulations, Connor!

#Sourcetoad #TechLeadership #TampaBayTech
November 11, 2025 at 9:33 PM
Can you put a non-Replit project into #Replit?

We tried putting a production app back into Replit to keep building with AI, and it mostly worked!

Read the full breakdown here: sourcetoad.com/ilby
Can You Put a Non-Replit Project into Replit? - Sourcetoad
Can you put a non-Replit project back into Replit? We tested it — and yes, it mostly works! Here’s what to watch out for when looping between Replit, production, and back again.
sourcetoad.com
October 23, 2025 at 2:14 PM
#Replit and #Lovable can spin up an app in minutes, but they’re not writing production-ready code.

We’ve got 3 tips that instantly clean up your AI-generated code:
🔐 Patch security holes
🧼 Standardize formatting
🧠 Eliminate hardcoded values

🔗 sourcetoad.com/3-prompts-to...
3 Prompts to Immediately Improve Your Vibe Coding - Sourcetoad
Discover three powerful AI prompts that dramatically improve the quality, security, and readability of code generated by tools like Replit and Lovable. Learn how to fix security flaws, standardize for...
sourcetoad.com
October 20, 2025 at 5:29 PM
Huge congratulations to our Director of Engineering, Connor Tumbleson, who’s been named a finalist for Tampa Bay Tech’s Emerging Tech Leader of the Year Award!

We’re incredibly proud to see his dedication recognized in such a big way. 🐸💻🌟

#TampaBayTech #EmergingLeader #Sourcetoad
October 14, 2025 at 5:35 PM
Prototyping in #Lovable is fast and fun, but turning that into a real product takes planning. Our newest blog post covers what to keep, what to rebuild, and how to scale it right.

If you’re moving from #prototype to production, this one's for you.

🔗 sourcetoad.com/getting-your...

#vibecoding
Getting Your Lovable App into Production: A Practical Hand-Off Guide - Sourcetoad
Learn how to move from a Lovable.dev prototype to a production-ready system. Preserve what works, add rigor, and avoid pitfalls with Sourcetoad.
sourcetoad.com
October 3, 2025 at 3:21 PM
👏 Our CXO, Nick DeMelas, was quoted in CIO’s recent piece on data privacy across borders.

Nick's take: You can’t silo privacy. Legal, engineering, product, and IT all need to be in the loop.

Read the full article:
🔗 www.cio.com/article/4000...

#Sourcetoad #PrivacyByDesign #DataCompliance
8 steps to ensure data privacy compliance across borders
In a rapidly evolving global market, navigating cross-border data privacy is more challenging than ever. Here’s how companies can stay compliant while protecting their most valuable assets.
www.cio.com
September 15, 2025 at 5:28 PM
Professional services firms hit a wall when revenue = hours worked. Productizing your expertise with automation or AI lets you scale without burning out your team (and without replacing people).

We broke it down in our latest blog post: sourcetoad.com/96i8

#Automation #Consulting #SaaS
Stop Selling Hours: Increase Margins in Professional Services with Tech - Sourcetoad
Discover how to scale delivery, increase margins, and future-proof your services firm with automation and productized offerings.
sourcetoad.com
September 10, 2025 at 2:56 PM
We celebrated Sourcetoad's 17th birthday with pinball, arcade classics, and good vibes at Lowry Parcade. It was a blast spending time together outside the office and reflecting on how far we’ve come!

Thanks to everyone who’s been part of this journey—cheers to the next chapter! 🥂
August 28, 2025 at 4:41 PM
That ops spreadsheet you’ve been patching together for years? It might be your next software product.

New on the Sourcetoad blog: how to take proprietary internal workflows and turn them into intentional, scalable software tools—with UX leading the way.

sourcetoad.com/your-operati...
Your Operations Are a Product, Here's How to Build It - Sourcetoad
Discover how to turn proprietary processes into scalable products using UX-led strategies. Learn from Sourcetoad’s real-world experience.
sourcetoad.com
August 19, 2025 at 3:27 PM
🎉 Sourcetoad is turning 17! 🎂

Since 2008, we’ve had the privilege of building custom software for more than 300 clients, each with unique goals, challenges, and visions.

Here’s to the brilliant team that makes the magic happen and amazing clients who trust us with their visions!
August 13, 2025 at 1:02 PM
🐾 Happy International Cat Day from the feline friends of Sourcetoad!
Life wouldn't be the same without our PMs (Purring Managers) keeping us on task.

#InternationalCatDay #ToadCats #ToadLife #Sourcetoad #PetsofSourcetoad
August 8, 2025 at 2:01 PM
Happy #WorldwideWebDay!

From the first "Hello, world" to global conversations in real-time, the web has transformed how humans connect. Today, we celebrate not just a technology, but a turning point in history.

Whether you’re building it, browsing it, or breaking it, here’s to the web! 🌏
August 1, 2025 at 2:05 PM
Sourcetoad’s Connor Tumbleson is featured in CSO Online’s deep dive on AI #redteaming! From prompt injection to access pivoting, he explains how to uncover weaknesses in LLMs before attackers do. A must-read for anyone tracking the evolution of #AIsecurity.

www.csoonline.com/article/4029...
How AI red teams find hidden flaws before attackers do
As generative AI transforms business, security experts are adapting hacking techniques to discover vulnerabilities in intelligent systems — from prompt injection to privilege escalation.
www.csoonline.com
July 30, 2025 at 3:20 PM
Modernization doesn’t have to mean “rip and replace.”
It can look like:
✔️ Wrapping one feature in an API
✔️ Bridging with middleware
✔️ Launching wins as public stories

Check out our latest blog on how to modernize without the chaos.
👉 sourcetoad.com/how-incremen...

#LegacyCode #Sourcetoad
How Incremental Digital Transformation Builds Buzz and Modernizes Systems - Sourcetoad
Learn how service businesses can modernize systems incrementally while scoring PR wins. Use APIs, middleware, and modular rollouts to drive innovation.
sourcetoad.com
July 28, 2025 at 2:10 PM
🧠 Tech deep dives, straight from the devs.

The #Sourcetoad #OpenSource blog is written by developers, for developers—and it's packed with practical tips, tools, and strategies our team uses every day.

Explore the blog here:
Blog | Open Source @ Sourcetoad
Blog
opensource.sourcetoad.com
July 8, 2025 at 2:14 PM
Happy 4th of July from all of us at Sourcetoad! Wishing you a safe and joyful holiday. 🎆 🇺🇸
July 4, 2025 at 1:03 PM
We partnered with the Boys & Girls Clubs of the Big Bend to help them use AI tools for smoother communication, better fundraising, and stronger outreach.

It’s a great example of how the right tech can support big missions. 💡

Read more: buff.ly/NmPbRmq

#AITraining #NonprofitTech #Sourcetoad
How the Boys & Girls Clubs of the Big Bend Are Using AI to Transform Operations - Sourcetoad
Discover how tailored AI workshops empowered the Boys & Girls Clubs of the Big Bend to enhance operations, communication, and outreach.
sourcetoad.com
July 1, 2025 at 4:04 PM
Our new Sourcetoad Open Source site is live 🎉

Now featuring a technical blog for dev deep dives, smart solutions, and engineering insights 🧠

👀 Check it out: opensource.sourcetoad.com

#OpenSource #TechBlog #Sourcetoad #DevTools
Hello from Open Source @ Sourcetoad | Open Source @ Sourcetoad
Open Source @ Sourcetoad
opensource.sourcetoad.com
June 30, 2025 at 5:21 PM
Today, we recognize and honor #Juneteenth — a powerful reminder of the long road to freedom and the importance of remembering our shared history.

Sourcetoad is closed in observance of this holiday. We encourage our community to join us in reflection and celebration of Black culture and history.
June 19, 2025 at 2:14 PM
🍕 What if ordering pizza didn’t require a website or an app? Just a quick chat with your AI and it’s done.

In our latest video, Justin Davis (@jwd2a.bsky.social)‬ breaks down Model Context Protocol (MCP) and how it’s changing the future of user interaction

🔗 Watch the video here: buff.ly/NzdkstZ
How I Ordered a Pizza with My AI Agent (And What It Means for Your Business)
Get ready for the next big shift in digital interactions! In this eye-opening video, Justin Davis, VP of UX at Sourcetoad, explores how Model Context Protoco...
www.youtube.com
June 16, 2025 at 6:39 PM
🔐 Privacy is a human right, not just a regulation.
At Sourcetoad, compliance is the starting point—not the finish line.

Check out how we build secure software by design, not by default: sourcetoad.com/privacy-as-a...

#PrivacyFirst #EthicalTech #Sourcetoad
Privacy as a Human Right - Sourcetoad
Explore how Sourcetoad champions privacy as a fundamental human right. Learn how a privacy-first culture, rigorous audits, and agile compliance strategies empower innovation while safeguarding users' ...
sourcetoad.com
June 13, 2025 at 3:24 PM
🌈 Happy Pride month from Sourcetoad! 🌈

We believe that inclusivity fuels innovation, creativity, and collaboration. We’re committed to fostering a workplace where every team member can thrive, be their authentic selves, and bring their best to the table. #Pride
June 11, 2025 at 2:11 PM
💥 MVP fatigue?
If your v0 app is slowing you down, we’ve got tips on scaling, DevOps, and cloud migration in our latest blog. Let’s keep your users happy—and your team sane. 😎

Read here 👉 sourcetoad.com/outgrowing-v...

#SoftwareDev #AI #StartupLife #v0
Outgrowing v0: How to Transition Your AI MVP to a Scalable Production Stack - Sourcetoad
Learn how to transition your AI MVP from v0 to a scalable production stack. Discover practical steps for auditing, refactoring, and migrating to cloud infrastructure—ensuring security,…
sourcetoad.com
June 10, 2025 at 6:39 PM
🚨 MVP hitting scaling issues? Time to move off v0! 🚨
Sourcetoad’s latest blog breaks down how to transition your AI app from a quick prototype to a scalable, secure system.

Check it out 👉 sourcetoad.com/outgrowing-v...

#v0 #productdevelopment #AIdevelopment
Outgrowing v0: How to Transition Your AI MVP to a Scalable Production Stack - Sourcetoad
Learn how to transition your AI MVP from v0 to a scalable production stack. Discover practical steps for auditing, refactoring, and migrating to cloud infrastructure—ensuring security,…
sourcetoad.com
June 6, 2025 at 2:14 PM