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What Event Tolling Taught Me About Data Integrity
One of the more interesting features I recently built into a legal software application was support for event tolling—a process used to pause countdown timers in legal workflows when certain conditions are met. On paper, it’s just a date adjustment. In reality, it’s a complex, high-stakes chain of logic that affects deadlines, rights, and outcomes. But what I didn’t expect was how much this…
#.NET legal systems#automated legal calculations#backend logic legal software#complex business logic#custom enterprise software#deadline calculation automation#deadline tracking solutions#event tolling logic#judicial deadlines#legal compliance software#legal data systems#legal domain software projects#legal operations tech#legal SaaS development#legal software automation#legal software development#legal tech engineering#recalculating legal deadlines#rule-based deadline engines#software consulting for law firms#software for attorneys#software for legal professionals#statute calculation system#statute deadline management#workflow automation legal
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The Tea App Fiasco: Data Breach, Public Shaming, and a Culture on Fire
72,000 identities exposed—and the irony runs deep. There’s something darkly poetic about what happened with the Tea App. Billed as a place to spill secrets, vent frustrations, and share personal truths under the comforting blanket of anonymity, it quickly became a hotspot for gossip, confessions, and—let’s be honest—cruelty. People used it to air dirty laundry, call others out by name, and…
#anonymity#app postmortem#app security#cancel culture#data breach#digital privacy#doxxing#gossip apps#internet culture#modern dating#online harassment#social-media#Tea App#tech ethics
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Invisible in tech? My new post breaks down five fast tactics—social presence, blogging, resume visibility, recruiter tracking, and consistency—to get you back on every recruiter’s radar. Catch the full rundown here.
#build network in tech#contract developer marketing#developer online presence#developer personal branding#developer portfolio tips#freelance software engineer tips#how to get recruiter attention#how to get tech recruiters to call#job search visibility#LinkedIn for developers#software developer resume#tech blog strategy#tech career advice#tech career visibility#tech job search 2025
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Beyond the Code: The Hidden Value of 'Human Core Services' in Software Development
We talk a lot about code quality, robust architectures, and agile sprints. But what about the most critical system in any software development process: you? Just like the applications we build, our own “human core services” need regular maintenance, bug fixes, and optimization to perform at their best. My recent internal changelog even reflected this: Performed scheduled rest and recovery…
#avoiding burnout#burnout prevention#coding breaks#developer health#developer well-being#human core services#mental health for developers#programmer productivity#self-care for engineers#software developer rest#software engineer lifestyle#software-engineering#system maintenance#tech burnout#work-life balance
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My AI Pair Programmer Works as Hard as I Do
How I Rediscovered My Love for Building With Help From an Invisible Teammate When I first started programming, it was exciting—creative, even intoxicating. I came from a background in electronics engineering, and code felt like this unlimited sandbox where I could invent anything. I dove in enthusiastically, thinking I’d found the perfect side hustle or creative outlet. But then something…
#AI and software engineering#AI co-pilot for coding#AI coding assistant#AI collaboration in tech#AI in daily development#AI pair programmer#AI software project support#AI tools for developers#AI workflow integration#AI-enhanced software workflow#AI-powered development#artificial intelligence in software development#automate software tasks with AI#benefits of AI in programming#best AI tools for programmers#build faster with AI#ChatGPT coding help#coding with ChatGPT#developer AI tools 2025#developer productivity#GPT developer assistant#GPT-4 for developers#how developers use AI#machine learning coding assistant#productivity with AI#programming efficiency#software development with AI#software engineer and AI#solo developer tools#using AI to write code
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Digital Ore: Mining the Hidden Value in Legal Metadata
Intro: Mining isn’t glamorous. It’s dirty, slow, and deliberate.But it’s how value is unearthed. And if you’re building in legal tech, that metaphor might feel a little too real. Because the gold isn’t in the user interface.It’s in the data—specifically, the metadata. And just like ore buried deep in the ground, you have to know what you’re looking for, and how to extract it. The First Step Is…
#data extraction#data-driven law#digital excavation#digital ore#justice automation#law and technology#legal analytics#legal data mining#legal deadline engines#legal informatics#legal innovation#legal intelligence#legal metadata#legal SaaS#legal software#legal systems mining#Legal Tech#machine learning law#niche legal markets#software automation
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The Quiet Power of JSON: Structuring Legal Intelligence at Scale
By Paul A. Jones, Jr. · July 2025 Most people think of JSON as a simple utility — a way to pass data between frontend and backend, or to store structured values in a flexible way. But in building data infrastructure for a complex, rules-driven domain, I’ve come to view JSON as something far more powerful: a foundational medium for scalable intelligence.It’s the gateway to organizing knowledge,…
#asp-net#Audit Logs#Audit Trail#c#Case Intake#Case Timeline#Compliance#data modeling#Deadline Calculator#Discovery Rule#Entity Framework#JSON Output#Legal Deadlines#LegalTech#Limitation Periods#MS Test#Notes Repository#Premium Features#Repository Pattern#Search Notes#SQL Server#Statute of Limitations#stored-procedures#Tolling#Unit Testing
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#Programming#LegalTech#SaaS#SoftwareDevelopment#Coding#software engineering#AI#artifical intelligence
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SaaS 101: A Practical Introduction to Software as a Service
A developer-friendly guide to what SaaS is, how it works, and why it’s changing the way we build and deliver software. If you’ve ever used Gmail, Dropbox, or QuickBooks Online, you’ve already interacted with a SaaS product. But what exactly is SaaS? And what does it mean when someone says they’re “building a SaaS”? Whether you’re a software developer, aspiring founder, or simply curious about…
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When Code Begins to Explain Itself
Posted on PaulJonesSoftware.com By Paul A. Jones, Jr. There’s a quiet shift happening in how I think about software. At first, it was about compliance — tracking what happens in a system, logging every event for auditing purposes. But something has changed. The deeper I dig into application-level telemetry, structured audit trails, and self-instrumented behavior, the more I realize: we’re…
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11 Lessons I Didn’t Know I Was Signing Up for When I Built My First SaaS
When I set out to build my first SaaS product, I thought the hardest part would be writing clean code. I figured the technical decisions would carry the most weight — choose the right stack, organize the database, write good tests, ship features. I had no idea I was about to get a crash course in business, legal strategy, pricing, communication, and product thinking. Here are 11 lessons I…
#.NET development#audit logging#authentication and authorization#bootstrapping software#C programming#custom SaaS platform#data modeling#deadline management software#developer productivity#enterprise SaaS#indie hacking#legal compliance software#legal software#Legal Tech#multi-tenant architecture#net-core#RBAC implementation#SaaS startup#software infrastructure#software-architecture#SQL Server#startup engineering#Substack for developers#system design#technical founder
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How to Make Properties Immutable After Initialization in C#
Author: Paul A. Jones Jr., MSE In domains like legal tech, consistency is everything. Once critical information like a discovery date or a statutory deadline is captured, it should never be silently modified elsewhere in the system. Enforcing immutability in your data models ensures reliability and protects the integrity of calculations driven by complex jurisdictional rules. This article walks…
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The Developer's New Frontier: How Building SaaS Is Like Investing in Real Estate
By Paul A. Jones Jr., for PaulJonesSoftware.com When most people think about investing, they imagine stocks or property portfolios. But as a developer building SaaS (Software as a Service) applications, I’ve come to realize something striking: a well-built SaaS product is a digital income property. In fact, it behaves so much like real estate that developers should start thinking of themselves…
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When Delete Doesn’t Mean Gone: The Quiet Power of Soft Deletes in Legal Tech
In legal applications, “deleting” data is rarely as simple as it sounds. Records often represent more than rows in a database — they carry evidentiary weight, compliance implications, or even the history of a professional judgment.
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The Harsh Realities of Building in Public in 2025: A Developer's Take
Why today’s tech environment makes building in public more exhausting than empowering — and what developers can do instead. I saw a tweet last week from a fellow developer who boldly declared that “Building in public in 2025 sucks!” It got me thinking — what’s changed? Just a few years ago, building in public was the golden ticket for indie developers and startup founders. Everyone was sharing…
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Turns out I’m not building a calculator. I’m building 50. One for every state. Had to rethink the whole architecture — wrote about it here:
Why I’m Not Building One Calculator – I’m Building 50 – Paul Jones Software.
Long road ahead.
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Working with stored procedures in ADO.NET? I’ve put together a practical, hands-on guide featuring six essential retrieval techniques, real-world C# code examples, and a ready-to-use SQL Server database for testing. ✅ Output parameters, return values, DataReaders, DataTables, and more! ✅ Full-featured console application to test the methods in action ✅ Clear, structured explanations to enhance your database skills
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